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Using Forge to Revolutionize Coordinated Project Information

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설명

This class will cover how the cloud can be used to coordinate information from both model and specification in a seamless environment. Autodesk Forge technology will be demonstrated within the context of a specification authoring environment. Standardised information structures and emerging digital technologies are making a huge difference to how the industry operates. For an individual project this will create a single interface into a coordinated information set. Across an organisation this will normalize information across projects, past and present, to improve knowledge and decision making. The content examples within the presentation will be relevant to those working to construction standards in North America, the UK and Australia. Real-life customer examples will be given.

주요 학습

  • Discover how emerging technologies are changing the way we work and how Forge can help
  • Learn how paper-based methods of working are changing to more-modern digital methods of working
  • Discover how standardized information can be used to benefit the wider project team on construction projects
  • Discover the similarities and differences between coordinated project information in North America, the United Kingdom, and Australia

발표자

  • Stephen Hamil
    Stephen first started working on NBS products in 1999 and has played a big part in the developments of products such as NBS Building, NBS Chorus and National BIM Library. He was the project lead for the development of the BIM Toolkit on behalf of the UK Government’s BIM Task Group. Prior to joining NBS, Stephen studied at Durham University. His first degree was in Structural Engineering followed by a PhD in the digital modelling of building structures.
  • Jim Quanci
    With more than 30 years of engineering and design experience, Jim Quanci has spent the last 25 years developing relationships for Autodesk with technology partners around the world. He oversees a global network of 4000+ software partners – ISVs, Consultants, and Autodesk customers - who customize, complement and extend Autodesk Cloud, Mobile and Desktop technologies. He is currently leading creation of a new cloud based ecosystem of partners leveraging Autodesk’s Forge web services Platform.
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Transcript

STEPHEN HAMIL: OK, hi, everybody. Can you hear me at the back? That's good. Thank you, everybody, for coming. Today the class is "Using Forge to Revolutionize Coordinated Project Information." We've got Jim Quanci from Autodesk, who's got a few slides to start. I'll let Jim introduce himself in a second-- and myself.

My name's Stephen Hamil. I'm innovation director at NBS Specification Organization in the United Kingdom. I'll say a little bit more about that later.

I remember in the keynote yesterday when Jim was talking, he was saying about connecting and things that people are here to meet new people. So if you want to connect on social media-- and I'll be checking later on-- the hashtag #AU2018, #DiscoverNBS. If you take a photograph of any slides or have any observations, maybe keep the conversation going on social media afterwards.

We're going to look at three things today. We're going to start-- just have five, 10 minutes looking at the state of the industry and hopefully make a case of why we need to go from a paper-based, PDF-based industry into an industry that uses rich digital information. If we're talking about information and data being key, we'll talk a little bit about why that has to be well-structured. And the more structured your information is, the easier it is for doing things like Dynamo scripts, analysis, machine learning, et cetera. If the data is nonsense, it makes it really hard work.

And then we'll have a good 20 minutes, 25 minutes at the end showing how NBS, the organization I work for, has integrated a number of its offerings with Autodesk Solutions, originally through Autodesk Developers Network-- as you know, Jim's been heavily involved with over the years-- tools like Autodesk Revit, and then, more recently over the last two years, Forge and the cloud-- some really exciting developments there, as well. So I'm going to hand it over to Jim now, who's going to have four or five minutes to set the scene and then back to myself-- Jim.

JIM QUANCI: Yeah. For anybody who wasn't here yesterday-- so Jim Quanci. I work at Autodesk. My team is responsible for supporting software developers, working with Autodesk platforms, whether it's Forge-- so cloud based-- or whether it's desktop, Revit, Inventor, AutoCAD, Max, Maya, whatever it may be.

For me, this is a little bit of a story on what you can do, what's possible to think different-- how a partner we had a conversation with for a few minutes on what's possible changed the way you think about CAD information, about BIM, about models to really get at the data. And for those of you who were here yesterday, you heard a lot of that. It's about the data.

Today we have well over 1,000 partners who are using Forge to connect CAD data with other parts of the processes, whether it's upstream, whether it's downstream, whether it's construction, whether it's manufacturing, whether it's operations and maintenance. And one of those great partners is NBS, National Building Standards. Now, you didn't really introduce NBS.

So National Building standards of the UK-- so these are the specs for all the materials, for how you put things together in a building in the UK. Here in the US, a lot of this kind of information is regional in nature. In the UK, things are quite organized. Royal Institute of British Architects owns the specs for the design industry, for the construction industry.

Now the story starts. And it's about three and a half years ago. We had our Forge DevCon in San Francisco. After that, Steve-- I didn't know Steve at all. It's like, who are these folks? They said, hey, can we meet? Can we talk?

So he came to our office on 1 Market Street. And he showed me what they had done. They had taken all the specifications, and they had digitized them. They put them all online on the cloud-- easy to search, easy to find, easy to point to.

But during that discussion, I said, well, wouldn't it be nice if you hooked it up to BIM? So you had perfect coordination between the specs and the BIM. And I could tell at the time we had the discussion, Steve was like, can you do that? And then what some of you may have been through-- a few demos of what you can do with Forge, with Forge Data Management, Model Derivative, with the Forge Viewer. He was like, yeah, you can do that.

And this is based on web standards. This is not that hard to do, to connect your data-- to connect different kinds of data-- BIM as one pool of data and the specs as another pool of data. And it was about two months later we had that conversation. Steve said, hey, let's have a conference call.

He has one of his engineers look into it. And that first-- it's working. You're right. It wasn't that hard. We were able to hook up the Building Information Model, 3D views, 2D views with the specifications.

Now, keeping in mind-- what do most people do today? It's stacks of PDF files that are referenced. And it's pretty disorganized. It's very file-based. Where what Steve at NBS has done-- this is about the data. And this is about getting great value from the BIM that people are creating.

Because it's not about the model. It's about the data. And with that, we'll hand it to Steve. And he can talk about what they've done now three years in.

And we had have breakfast this morning. And we were talking about-- the next step, Steve, is tightly connecting this into BIM 360. So the whole project team has got easy, fluid access.

STEPHEN HAMIL: Thank you, Jim. Thank you. So just a little bit about NBS. The problem that we solve is-- there's lots of unstructured information in the industry. So we think of things like the standards, the building codes.

We employ a team of architects and engineers that spend all day, every day studying what's out there, seeing what's changed, what new technologies are there, and give that information structure so that our customers, the architects and engineers in the UK, can come together on construction projects and work collaboratively. So you've got a hexagon of the structured data. You've got the circles of the collaborative team coming together. And that's where our logo comes from.

So internally, our content teams will research and structure the content so that our customers can work 100% on projects. And then us having to have people over there studying what the latest standard is, and what does that mean for my specification I've written using my bespoke Microsoft Word system? So we'll show that a little bit later on.

In terms of the history of NBS, it was originally set up-- the idea came in the '60s from the Royal Institute of British Architects. How can we show [? examples of ?] ways of working to our members? And then over the years, we've gone from a paper-based offering in 1973 when it was first published to using digital technologies.

And nowadays, we've got two major shareholders. One's still the Royal Institute of British Architects. But last year, we also had Lloyd's come in and give us some investment with their LDC private equity on.

And we've taken that concept in built teams now in Canada. We took over the Digicon at the business and brought that into NBS. And we've set up a team in Australia, as well. So we want to have one fantastic software platform that you can use around the world when you're writing up your specifications.

But just to set the scene, let's have a look at the state of the industry today. How much has it changed over the years? And this is a structure called Hadrian's Wall. It used to separate England from Scotland 2,000 years ago. It was the edge of the Roman Empire.

This is where I'm from in the north of England. And if you look carefully at that picture, you can see that they've built it by putting block on top of block. There's a cavity wall, because it's quite cold in the north of England. And they've got under-floor heating.

2,000 years later, we see a building that's block on top of block with a cavity wall and under-floor heating. So has the industry changed that much in 2,000 years? It's a bit of a lighthearted example.

And we do create fantastic buildings, fantastic built environments. But it quite often feels that everybody's pulling in different directions like the [INAUDIBLE] So the car will eventually get from A to B. But it's not through everybody pulling together and working collaboratively in the same direction.

And as an industry, you have to be more like-- so we've got Italian engineering 2,000 years ago building the Roman Wall. And there's some Italian engineering changing the tires on a Formula One car in four seconds or what have you.

And part of the reason for the inefficiencies is that we're increasingly creating fantastic data using tools that you see this week at Autodesk University. But then that fantastically-rich information gets dumbed down to a bit of paper or a PDF that gets passed to the next person and the next person. I think this slide here could be presented by one of the BIM 360 Team at Autodesk or anyone else. But that person at the front's got to care about the rest of the people. And you've created some fantastic data that share, that collaborate.

Less lighthearted slides-- this was a tragedy in the UK, Grenfell Tower. I imagine, around the world, everyone heard about it. It wasn't renovated in 2016. 2016, it was renovated. And through a fridge/freezer-- that's the likely cause, just a fridge/freezer catching fire-- 72 people died.

And there was a major report. Hackitt Report did lots of research, talked to all the stakeholders in the industry. And in this report, it illustrated damning findings and really clear recommendations about how the building industry quite often goes quicker and cheaper. There's almost ambiguity there instead of transparency and responsibility. Enforcement is supposed to happen but not actually being pursued.

The lack of a transparent audit trail from that brief design, through the construction, to handover-- so you are getting information, but you can't check it against anything. Because it's in paper or in a box-- and the need for more rigor and oversight from the start of a project.

And in terms of what's needed, a digital record-- and they used a phrase "a golden thread"-- so that thread of information from the start all the way through to in use. Looking at different recommendations, legal responsibilities for clients, principal designers, contractors across all building types, not just high rise-- and then key information records. In the UK, this is what's needed-- so a digital as-build model, digital specs as a minimum in respect for structural and fire safety, and a digital control process, digital record keeping.

So it's a good read-- 150, 160 pages. But I'd recommend downloading and have a look at it. And there's tragedy that's happened. But throughout it, it's better information and move to digital responsibility enforcement.

And this isn't the only report over the last two or three years looking at maybe different outcomes. But you've have the Hackitt Reports. You've seen these in some of the keynotes at Autodesk events and things-- but Boston Consulting Group saying, if it's money that we're looking at, it's potentially 13% or 21% savings.

If it's productivity we're looking at-- this is the McKinsey Report-- 14% to 16% productivity savings. And World Economic Forum concluding, looking at the construction sector, that digital will have the biggest impact in terms of the external drivers. If I ever see someone with the iPhone with a picture, I'll just wait. There in the audience, I was trying to take a photograph, and then the slide goes. And I'm like, ah, missed it.

At the end, I've got some USBs, as well. So if anybody wants a copy of this, come see me at the end. So the second part of the presentation is structuring information. When the UK government said we're going to have a BIM mandate in 2011, they didn't just say we want BIM and then step to one side and see what the industry provided.

They started out by saying, what are the outcomes you want to see? And it was lower costs, faster delivery-- and the cost in delivery not just in terms of construction but operation, as well. So when you go to fix something, you fix it first time instead of analyzing, working what's third, fourth time-- less of an impact on the built environment in terms of sustainability and upskilling the UK industry.

And they did that by defining what they called level 2 BIM. So I like this illustration showing from people working paper at the bottom left all the way through to this cloud future internet of things. In that level 2 BIM, UK government defined the set of standards. And these standards defined the process that had to be followed, but it also defined some of the data structures.

You might have heard of the [? colby, ?] which is a simplified data structure, which you can have in its simplest forms of spreadsheets. And in the UK, the government funded a project called the BIM Toolkit. And as part of that toolkit, we produced a brand-new specification system building on some of the good work that had already gone on, a specification system that aligned to the framework from [? ISO 12006 ?] part 2 called Uniclass. And it was ourselves at NBS that worked with the industry to develop Uniclass.

So standards are needed. And if you look at the standards at the moment, they tend to be around maybe geometrical sizes and things. So you have standard sizes for openings, for doors, windows, blocks. So you can come together, and efficiently you know that's all going to fit together. Light fixtures fit inside ceiling tiles, and lamps, et cetera.

You can drive a car from Norway at the top of Europe all the way down to Turkey going through nine different countries, and you can fill it up with petrol with exactly the same nozzle size. And if you're doing coding, we have standards for things like CSS, and JavaScript, et cetera. So people can create a website which works just as well on a Mac as a PC, Internet Explorer, or Google Chrome.

And that's what happens as technologies mature. When new technologies come out, there tends to be a battle over standards. So we have a look here at electric cars.

It's a new technology that's coming out. And this is a little article here about everybody wanting to be there as the first standard. But that will settled down, the same as existing.

And just as a comical look at standards, it was nice to see that this morning's fun run was in metric, 5K. So you never know. One day, maybe we'll have metric around the world.

It wasn't called the AU 3.10686 miles. It was the AU 5K. Everyone was talking about, what was your pace per mile on a 5K run. I don't quite get that.

But one thing we did at NBS-- and that's what BIM level 2 mandate came out-- was to look at, what are the standards around creating good, quality BIM objects? And things like the COBie properties, the IFC properties, classification versus a standard called [? BS8541 ?] in the UK.

And we pulled that all together in an easy-to-understand guidance document and associated with things like Revit templates for RVT files, families, shared parameters with all the GUIDs. And we gave away free to the industry. And what I'm going to do is try to go between PowerPoint and live software examples.

At any point, any of these software things could break. And I've got little videos to fall back on. But there's three things when we did our research groups around standards for creating BIM objects that were really frustrating the industry back in 2011.

I'll show live examples of this-- but the quality of information being one. So yes, it looks very nice model. But when you do your data extracts, do your schedules, just that the data be nonsense inside. There was also getting the geometry right-- not too much geometry but not too little geometry. And then finally, the objects function correctly and don't break.

So let me just show a few light examples of that. And hopefully, this will work. But this is a sample Revit file, which, again, is on the USB stick if anybody wants to grab it afterwards. And we look at this functionality first behind an object. Look at this in 3D.

I've got two objects here, one which I'd say it's a bad object and one which is to that quality level. So we have a look at here. And we want to change this generic tank to be different dimensions. You might spend 10 minutes searching for it on the internet-- like, great, I've found it. I want it to be 900 millimeters in length.

So I go down here. And which one's actually the length? You have five properties there. They're all parametric linked into the geometry. [INAUDIBLE]

And I'm going to change that one here from 1,500 mil to 900. And if you watch what happens to the water tank, it just explodes. And that's probably going to happen to 100 different people in 100 practices.

They'll find their objects. And they've wasted half an hour of their life. And they have to create one themselves, or they have to go and search and find a different one.

And this one here's to the NBS BIM object standard. And if we have a look at, it in terms of functionality, these are nice little things. The parameters are always named the same. For the MEP stuff, there's always clearance zones. So you can see that these objects are too close together.

So I can move that into the right area, so you can maintain it in the new spheres. And if we have a look at the change in the actual geometry here, everything is named to the BIM object standards. They've got the correct GUIDs in. So it's the same across all of the MEP set.

And if I change the dimensions now to, say, 900 in terms of the depth and 450 under the radius, when I click Apply, you see everything change so gracefully, everything flexed nicely. And that's what you want. You want the objects that you create in-house, the objects that you download off the internet all to function nicely.

If we look at the second problem that our focus groups told us, it was rubbish information inside. So we look at these two doors. And we look at the shape. They look great. They're great-looking doors.

But you have a look at the information inside them. And these are from the same-- they were probably created by the same person in the same week. And they've used different terminology from the frame width. One's called frame without the space. Once called frame space thickness-- different GUIDs.

And that's the job, again, for 1,000 different people in 1,000 different practices-- to open those in the family edit. They realign it, so you can work with the data and not just have something which is helping you do your crash detection, helping you do your drawing generation. The objects to the object standards-- all using the same GUIDs.

They're from seven or eight different UK manufacturers-- so rival manufacturers, manufacturers that probably don't like each other. But they're all created to the same object standard. So when the architect comes in to do their door schedule, there's just a selection of the properties there.

They've got the same naming convention for the object name, for the manufacturer, the model reference. And if you pass this further down the line to someone who's going to do analysis on this model, it's a dream come true when you're doing your scripting, when you're doing your Dynamo and things. Because the data has been structured well, as opposed to no care and attention whatsoever with the other example.

In that final pin point [INAUDIBLE] either too much geometry or too little geometry. So we work with manufacturers in the UK. And here's one manufacturer that says, great news. We've got objects. Can we put in on your website?

But this Revit family was about 5 megs in size. And the manufacturer all proud of it-- and you can see, they've got all these beautiful curves and all the threads on the bolts and things. But the first thing we did was drop it down to just over a mg in size, and give it a sensible level of geometry that you'd want on a frame for an air conditioning system.

And the opposite of that is not enough geometry. So this is the standard for symbols when you take [INAUDIBLE] models, models in the UK. And this is a door and windows should look like at low-detailed representation and then high detail-- so how it should show the frame, et cetera, the different glazing.

And we look at bad objects, first of all. You see, there's no frame there at all. Drop it from course define.

And then you look at the good objects that have been done at BIM object standard. And you see, they're looking just like how they should look in the standards. So that balance between the Goldilocks, not too hot, not too cold, not too much geometry, but enough geometry that allows you to do the job that you've got.

So the BIM Object Standards-- free resource from NBS with the GUIDs, and the shared parameter files, et cetera. You can download and use if you think it would be useful in your organization. And then the second big, free-to-use standard information is the Uniclass classification system that we've developed with industry in the UK. And this is 13,500 classifications that you put against all the different items in the built environment, whether that's buildings or the wider infrastructure.

And at the top level, you have these numbers that are consistent-- so everything to do with transport, whether that's a runway for an airport, or a motorway, or-- a tunnel will be an 80-- everything you do with water, and waste, and land management, a 32. I think there's a little video sequence here-- so yeah, relevant to all sectors and allowing you to classify different scales of items. So there's classifications here for whole buildings, for whole complexes but then going smaller and smaller.

So you've got classifications for elements, like a whole wall element, a system like maybe a cladding system, all the way down to a product, which could be a fastener or the cladding panel itself. And that's used for asset management, for manufacturers, for architecture, for construction. And what was really nice when we did this in 2014, 2015 was then just seeing how the industry would react to it.

And there's been some fantastic examples of usage from really big clients, a Metropolitan Police Environment Agency, a transport for London Ministry of Justice. And the UK government released a booklet, which is a free download, showing how it's been used to analyze the content inside of public buildings in the UK-- prisons, hospitals, schools. And first of all, they analyzed the activities-- so what activities happen the most-- in the UK buildings, what spaces are needed to support those activities, and then going down the actual spaces themselves and looking what the system is, what the products are.

This is a publication done by the architects Bryden Wood for the UK government. Their practice is based in London. And then four or five months later, they said that's good for buildings, but what about infrastructure?

And the same publication was then done looking at the principles for infrastructure. So this is the new underground line in London, the Queen Elizabeth line, formerly known as Crossrail-- but again, analyzing what activities are going to happen in this big train complex and then breaking it down into the different entities like the tunnels, then the systems like the tunnel lining systems. And these have all got those codes that have been taken from the 13,500 Uniclass codes.

And then only four or five months ago, I got an email saying transport for New South Wales and Australia have adopted Uniclass at the other side of the world. And they'd commissioned AECOM to do a report analyzing classification systems around the world. And they recommended Uniclass should be now used for those public buildings, public infrastructure in New South Wales.

And there's some preview. This document is not released at the bottom right-- but examples of how they've classified the Sydney light rail system from the complexes, again, to the systems, to the products, down to the wires that the trains run on. And around the world, we're hearing these stories every day now.

OK, the last part, the main part of the presentation-- the cloud and connecting information. At NBS, we have a research department. And we were commissioned by Microsoft to do a report looking at digital trends in the UK industry. And it's quite a nice download if you're interested.

But we did this question which said, what digital technologies are you currently using? And what digital technologies do you expect to use? And we asked this many of architects, RIBA working with us on it. But if you have a little look at the segments 2, 3, and 4, there are the bits where the adoption's got over 50% now in the UK. And it's building information modeling, digital collaboration tools, cloud computing, mobile apps.

And those four things-- now it's happening. It's not, this is going to happen in the future. This is happening in the best organizations in that AAC sector. And there's a company like ourselves that sell specification products.

We saw this trend coming, as well. And we thought, well, we've got to move our desktop products to the web to make them faster, to improve collaboration. And that was why we went across to San Francisco two or three years ago to see what Autodesk was doing with the Forge initiative, as well.

Not to touch on these today-- but interesting looking at what's next. It's things like AR, VR, internet of things, bots, AI, et cetera. They're the ones that maybe will come in the next 2, 3, 4, 5 years more into the mainstream-- but those main cloud BIM collaboration.

And what we launched a couple of months ago is our new specification tool, which is that cloud-based tool. Now, the Wi-Fi is reasonably poor. So this demonstration may not work. But I'll give it a go.

So here you can see what's called NBS Chorus. And the first thing you can see it is a modern web app. So it works just as nicely on a phone, as it does on the iPad, as it does on a wide screen. Let's check I'm still signed in here.

And then you can control who accesses which projects. So this is user A at organization B. And this person got access to nine of the projects of maybe the 100 projects that the company is working on. And you can come into a project and invite team members. We look at that in second-- but create specifications, as well.

And within those specifications, you can have the access control. So you can have an architectural specification that the architects can edit and edit building services, specification that the engineers can edit. The client can maybe have read-only permissions. So we've got the permissions model.

And you create a specification by coming in. Let's just put UK Demo. And you'll see the different content sets you can pick from. So it's just like when you install Revit on your machine. You can put the UK content onto the US content or the Japanese content.

Here you can go with Canadian content, Australian, and UK-- so one software tool with content from around the world to their local standards, their local practices. So if you look at the UK content structure by Uniclass 2015 first, that creates the spec. And I'm just going to add the window-- so an external window system-- and you can see, classified by Uniclass 2015 guidance to help you.

And as you add it to the job, instead of creating specification in Microsoft Word where you're faced with either a blank sheet of paper or a specification from a project four or five years out of date, you've got a template now, which has been authored by our expert authors in-house. And you can specify as much or as little as you want.

So if you'll want to go through each of the components, you add them to the job. If there's no over-frame ventilator, you park it off. And as you come to make that decision-- what's the window made of-- you get the guidance on the right-hand side.

And you can come through and build up the specification starting at the entire system, like a heating system, and then going down to the products, like the radiator, the boiler, or the steel pipes-- or in this case, the window system-- with the [INAUDIBLE] the frame, the unit, cetera. And you see there that this is the structure for the window. But then when you look at what's referenced, it's the standards from the United Kingdom, BS 1234 approved document building code A.

If I went back and created an Australian spec, on the face of it, it's very similar-- so the Australian content. I search for a window. It's got the same classification code as Uniclass in Australia, as well as the UK.

But if I look at the window system and specify it maybe by the overall performance-- let's choose fire, and safety, and security. As I get down to the fire performance, the standards are the Australian standards, AS1-530.4. And it talks about things like bushfire attack resistance, which is not something we have to worry about hugely in England.

So it's still a window. It might actually come from the same factory from the manufacturer. But in terms of how it's described, it's to the different standards-- how it's tested, how it's certified in those countries to the different standards.

And if you look at the Canadian example, it's a little bit different now. Because instead of Uniclass, it's the master format. So I search for window this time. And I'm not seeing the SS for systems. I'm seeing in the master format.

And when I add my window-- let's add a wood window-- you'll see it's more the traditional North American three-part specification with general information products and then workmanship at the bottom. And there you can see, from the Canadian content, it's a mixture of Canadian standards and the USA, American standards. So when I'm specifying the forced entry resistance of the wood window, I'm getting the values that are in the American standard as opposed to the British or the Australian. So you've got an online spec tool here.

And what we found is that-- the vision from NBS from the '70s is that you don't write the specification in silo. You write the specification fully understanding where it is in the design. And what's been possible working with Autodesk is to actually integrate our products inside of the design tools.

So let's just close this one down, and open this one. So what you can see here is I've got the model that I'm designing in the middle. And then through this classification code, you link the items in the model with the specification that you write to the right-hand side. So you can see that this specification's got the little Link button to show that this model is linked to that spec.

And because we've designed NBS Chorus, the spec tool, as a cloud platform, it just drops into the tool. So that's basically just the web browser control taking over what space it's got. You can have it on the nice, big screen layout, or you can take it down to the small layout, which we originally designed for an iPhone or Android phone. But it does work really nicely embedded inside a parent application.

And because these are linked, as I click on the items in the model, you see the project specification on the right-hand side. And that's protected by the permissions model. So if I've just got [INAUDIBLE] permissions, I can't delete anything from the spec. If I've got read-only permissions, I can just read it.

If this is the security spec and only two or three people in the office have ability to see it, then I won't be able to see it all. But if I have got the ability to work on this, I can actually just write straight into the specification from the context of Revit. I take all questions at the end.

So our customers in the UK tend to fall into two groups. There's the groups where, across the office, they share out the duties in terms of what you do in Revit, what you do in the specification. And both people do both jobs. But you also get the customers that have maybe a group of four or five in the corner that are the master specification writers. And the other architects, architectural technicians are doing the design.

This allows, even if you are just working on the design, to put the briefing at the top to the specification writer. So as you're putting the design together, you can contribute to the spec, add items, link things up. Maybe the architectural technician has four or five years experience. So then the master specifier with 30 years experience can come in and complete the specification.

Once they're linked, there's little IDs inside the objects. So if I look at this one here, you can see that the specification IDs can easily be shown as little annotation of objects. So you can see that this object here is made up of four parameters if they exist-- the classification code, the title. And then you might want to put a prefix or a suffix in to say, this is a mirror type A, and this is mirror type B.

Let me just demonstrate how that works here. You can see what has been specified and what hasn't in this tab. So these are all the items that haven't been specified. These are all the items that have just using the Revit categories here.

So I can see that this particular flaw-- I think it's natural stone tile flooring in the bathroom, the restroom-- you've got the standard terminology. That hasn't yet been linked together. And you can see that, also, from the annotation marks.

So I can click on the floor system, and then drop into the contents panel here, and link that to the internal floor tiling system. So I associate that with the model. It's going to say, am I linking the system or the materials inside it? It's the entire system.

And then that drops in there as the annotation. So you've got the QA in terms of what's linked and what's not linked. And then you can use these linkage to have them as columns in your schedules or annotations that come off.

There's the natural stone tiles, which are linked to the top layer. And you see and have the material tags and the-- I don't know what that this. Is that under the are? I think, it's the adhesive-- cement as adhesive. Link that, as well.

And you're doing two things here. You're speeding your workflow up-- so more productivity. But it's more accurate, as well. So you're reducing the risk of something going wrong.

You think of how much rework goes on on-site, where project manager or architect turns up, and it's the wrong floor tiling system in the restroom. Rip it up. It all goes in the skip. It's contributing towards waste and cost. If you can link these together and design timings can get it right, it's crash detection of the information as opposed to crash detection of the geometry.

Now we've got a North American example. I think it's quite a big file in Revit. So I'll just play this video through. But it's exactly the same principles.

So this is Alberta in Canada, NEXT Architecture, one of our innovation panel in Canada. Is this playing? Yeah, it's playing.

And it's exactly the same as that restaurant that you saw earlier. So you've got the model in the middle of the screen. You've got the plugin at the right-hand side of the screen. And you're connecting the specification that's in the cloud with the model. So you've got that one-to-one linkage.

And then inside here, you can click on the items in the model. The specifications are different. The classifications are different. But the principles are the same, that, as you are specifying, you want to see the extent of that. So I'm linking the metal door with the metal door, either at that section level if I [INAUDIBLE] the scope of the door or the article level, the [INAUDIBLE] level-- and then doing the same thing there with the gypsum board assemblies.

And maybe have a look around that model, and see that there's no specification yet for the stairs and the railings. And that's not a problem. It tells you they're not linked. And you can just go and search for metal stairs and then add that to your project.

So you're connecting that as you work, instead of working on the Revit model for five, six weeks and then thinking, oh, I've got a brief to specify, and things are going to get missed. You're keeping that information in sync all of the time using two of the best-in-class tools out there, your Autodesk Revit for putting your model together, generating new drawings in your schedule, and NBS Chorus there in terms of specification writing in the UK, in Canada, in Australia, and with plans to go further afield.

So let's reflect back on a typical project. Like we were saying at the start, we had the bits of paper getting tossed over the cubicle panels. You've got your designer, your engineer, your architect that's producing rich information, real, quality information and then turning that into bits of paper. So the bits of paper then get passed to the next bit of the party, to the next bit of the party.

And what we've got to do is change that way of working. So that rich information is shared on the cloud connecting platforms together like NBS and Autodesk, connecting the data together using common classifications so that the rest of the team that's collaborating can come to the URL securely with permissions. So collaboration isn't about creating a free-for-all where everybody can change the spec and everybody can change the model. But with the right permissions, the right things in place, collaborating properly where everybody knows their responsibilities-- and you've got that transparency of the information flow.

The software that really inspired me over recent years is Google Maps. I used to have a paper map. But you'd have to buy. And then you'd have the Yellow Pages that you'd flicked through.

Now in the space of five or six seconds, I can zoom from Newcastle in England to Las Vegas in Nevada and find out information in a matter of seconds. So I might want to know the postcode of the website of a hotel, or the opening hours of a restaurant, or a different ratings. And you're using the amazingly fast, amazingly intuitive visual model to get to the information that you want at that point in time. And that was unimaginable 10, 15 years ago.

I use Google Maps if I go for a walk in the mountains in the UK now. Whereas, five or six years ago, I'd take that map. You've got good 3G, 4G.

And the scale doesn't matter. I can zoom in. I can zoom out. And you got the information at your fingertips, digitally, as opposed to having pre-think and wait for things through the post and by paper.

And that's where we got to go to linking that model and specification in the cloud. So that's our next stage. Let's jump across.

And the technology hasn't let me down so far today. Let's give this one a go. What I've demonstrated so far is Chorus is live now-- getting used on some live projects. The rapid plugin for Chorus is getting released in December. What I'm about to show is a sneak preview of what we're going to release and quarter 1, working with Jim's team at Autodesk here, taking that Revit model, and putting it into the cloud so that the rest of the team can see spec and model together with the spec in the editable format.

So let's go to that same restaurant project. And let's look at the cladding that we were looking at earlier in Revit. And this could be a place with 20, 30 years experience specifying.

They're a bit scared of Revit. They don't want to go on a two or three-day training course. But they'd love to see what they're specifying in the model.

What they'd do there is just click this little button on the left-hand side, and see that, last Friday, the technician uploaded the Revit file with everything linked together. So when I'm coming and specify my cladding system now on the left-hand side-- on the right-hand side, I can see the model.

And even though I'm on reasonably poor Wi-Fi here and this is a decent-sized Revit model, you can see that it's loading. And as it's loading, I can still turn it around. You're not having to wait until it's fully loaded.

But once it has fully loaded, it's showing you the extent of the cladding system for the building. So I can make better specification decisions, more informed decisions knowing what the context is. So I can come in now and type away.

I can go to the dropdown values, pick the values. I can see the guidance, push the guidance back in again. So it's still the interactive specification environment but seeing the context of it here.

If I want to come and see the roof-- that's a stainless steel roof sheet covering system. I don't have to flick to drawing 45 and grab it from the other side of the office. Because when I click on the stainless steel roof covering system, it shows me it to the right-hand side.

The other way of working is using the model as a table of contents to get into the specification. So if I come across now and click on the Deck, it opens the deck system. And it's there ready to specify.

And it's the same controls as you'd use for Google Maps. You can do the wheelie mouse in. You can do it out. You can hold it down and pan it. You can twist it around.

And if you want to-- I never get this right. I'm going to try-- if you want to go full Fortnite mode or Doom mode, you can so click on-- let's go up. You can click, and have a little walk around the building, and look inside it. And what have I got for the roof structure?

Could you imagine yourself as a client sitting here, and having a meal, and looking out onto the lake? What have we got in the washroom? This little bit will definitely go wrong, But I'll try it anyway.

OK, so what are we doing for the washbasin? We've got [INAUDIBLE] shanks for the counter washbasins with thermostatic water supply sets. That's the sort of conversation you're having in design meetings with the main contractor, with the client, with the quantity surveyor.

Can we afford the [INAUDIBLE] washroom equipment 1830 frameless mirror? It's there for the discussion. It happened early. And you can visualize that instead of seeing it in this 2D bit of paper.

I'll try and open the Canadian large file. This is probably-- I'm taking things a step too far. On this will break. But this is the Union Building from NEXT Architecture.

I'll just open some of the prelims and trick the model. But this is a big Revit file. I think this is over 200 megs. It's pretty huge. But again, on a Wi-Fi connection, it's loading at a decent enough speed there.

And I can now go and click on the partitions, on the doors, on the railings, on the steps. And it'll show me the context inside here. It's 50% loaded.

But yeah, let's see if I can get the railings to show. So I've got the spec for metal railings, master format 5520. And it opens is a three-part spec to the left-hand side with the American, the Canadian standards.

I'm pouting a little bit here, because I don't need the right-hand side to load. Come on. It's going to load, Jim, isn't it?

Come on. Come on. Come on. And then you'll see all of the railings of that type highlighted in the building. I'm not to give up now. This is definitely going to work.

I'll take all questions at the end. So I'll make sure there's 10 minutes at the end. And we'll--

JIM QUANCI: I thought this would be a good time.

STEPHEN HAMIL: --do a Q&A. Oh, yeah, [? a filler ?] question. Oh, it's going to come through. I want to cheer. I think it's because-- maybe I should have got rid of all the external street lighting. Yes, there it is.

And they set all the railings light up. And you can see that. And once it loads, it's fast. Because it's using the memory of the machine and the graphics card of the machine as opposed to the internet connection.

And I've taken a bit of a gamble here on Wi-Fi showing to 100 people. And it's not let me down over a reasonably slow Wi-Fi. And I think, for the construction industry, this is that big leap forward-- what we saw with Google Maps going from sheets and Yellow Pages to everything in the cloud with the team collaborating around the permissions model with model and spec together.

Do you want me to do one more experiment here? You want it on the mobile phone?

JIM QUANCI: Yeah, man.

STEPHEN HAMIL: OK. So this is the permissions model side. So what I'm going to do is go into the Lakeside Restaurant example again. And what you'll notice in the team members is we've got a new specify that's part of the team. Come on.

So let's drop down at Lakeside Restaurants. And we look at the team members. And you see here from Autodesk, this is Jim's account here. And he's contributed to this spec.

And maybe we're talking on Messenger. And Jim's saying, I'm working on the heating system. I'm specifying the radiator at the moment.

And I'm in the New York office, and Jim's in the San Francisco office. I can come into the spec and look at the heating system. And you see, I'm logged in at the top there. That's Stephen.

Let's throw the model up, as well. Because it's always nice to see the model. And when I come down to the radiator clause right down here, I know that Jim started working on and maybe struggling on it a bit. Let's say I'm the master specifier, Jim, and you're the technician fresh out of university.

But when I come down at the radiator, as you can see, Jim's working on this. So I think the Forge keynote yesterday was not having to open those huge binary files every time-- so the 200 mg Revit file, the 200 mg specification. Jim's just got the radiator--

JIM QUANCI: I don't know if you noticed. I just changed the manufacturer. Because you're hard at work. I'm in Vegas.

STEPHEN HAMIL: Want to do it again? So the manufacturer of the radiator, that's AU 2018. I've got no hands on the screen here. Jim's going to change it-- not on his PC. It's just on an iPhone.

JIM QUANCI: It's the radiator.

STEPHEN HAMIL: That's going to go all the way to the Amazon Web Service in Dublin, web [? hook, ?] push it back. And then it goes here.

JIM QUANCI: So maybe at the supplier. What kind of radiators you got? Does it meet these specs? OK, we're going to get these radiator types. And yeah, I'm going to do it on my phone, of course.

STEPHEN HAMIL: So yeah-- really excited about these developments. So NBS started in 1973 as books that people bought. And then and we did word processing disks on the first computers, Windows 3 applications-- and now a cloud application working seamlessly with Forge [INAUDIBLE] use a collaborative environment.

And then just I've got a little sequence here just to finish on. And this is it bit more vision of where we need to be. So imagine a situation where I'm working for a client.

And the client says, you are the designer. Design me the right building for the purpose I want. And for the doors, we've got a supply chain agreement with ABC Doorset.

So when it gets to the design stage, I-- maybe these are the doors for the classroom. And I want a particular acoustic performance, fire performance, security performance. I want to see certification to prove it's got that performance.

And I've picked the product ABC30 from ABC Doorsets.

Two or three months later, the contractors decided they can get a door from a different manufacturer that's just as good and design a build. And they've made the decision it's going to be that XYZ Openings XYZ60. Does that always get checked that that's a good enough spec that follows the rules of some metals? Then it gets installed. Does that always get checked that it's the right door that's been installed in the right place?

And then two or three years later, that door gets replaced. Is that meeting the specification that was originally designed that was installed? And these are questions that we can't answer at the moment.

Because the information's either been lost, or it's in box number seven right at the bottom that's now being flooded with water in the plant room. And where we need to get to is have that information thread, so when the design is completed, the client can say, yes, you've specified from a door manufacturer that's in our supply chain. You've taken the design responsibility-- but, yeah, good.

When the is put in, they followed the rules. And that's fine. They followed the rules. And it's actually a higher spec.

So it's of equivalent on the important performance properties or higher. So they maybe consolidating on the doors they you get. And you're getting a better spec door.

And then once it's been installed to the point of handover, somebody signed that off and said, yes, that's the XYZ60 door. And then three or four years later when that door breaks and a new door is going to get put in, the answer could be no in this situation. Because it's an inferior acoustic performance and doesn't have the full certification for that area of the world. And we need to create that thread of information so that transparency is there, and you can make the right decision at the right time.

So a little bit in summary-- we started by having a look at the state of the industry. And we can do better. And we will do better.

And the key to doing that-- and I think I'm speaking to the converted here at Autodesk University-- is digitizing our workflow. And when we talk about the digitalization of the data, let's get the structures right, so it's really useful information and not just a dump of everything that's 10 gigabytes worth of rubbish. Because that's going to underpin the new technology that's coming out.

And then the cloud and connecting information-- that's going to revolutionize the way we're working-- data in the cloud, platforms in the cloud, talking to each other, and allowing us to be more collaborative. As a bit of a final thought-- in the USA, so I thought I'd put Bill Gates up. But how you gather, manage, and use information will determine whether you win or lose.

I've got a few handouts at the front if anybody can get them off the websites. I've got a few USB sticks and some links there if people are interested in more of what I've talked about today. On timings, I think we've got seven or eight minutes left. So we've got a few questions.

And I'll stay long afterwards. I'll go into the corridor. So if anyone's got any questions, please, please ask.

JIM QUANCI: Yeah, I do want to reinforce-- Steve was able to do what they did, because they had structured the data. They had got it in a proper database. They've made it available on the cloud-- step 1, structured data.

Those of you who were at the keynote yesterday, [? Terry ?] with [INAUDIBLE]-- what did they need to do? This is a manufacturer. They needed to get all their windows and door design information in a standard format. Whether it's the model or the drawings-- standards, standards, standards.

Some of you who've been watching us for a while-- one of our big construction company customers, JE Dunn, who hooked up their costs estimating system with the building information model. They were able to do that, because the way they manage projects and data, they standardized. They had thousands of projects all done to very specific standards.

And then connecting different pools of data becomes quite straightforward. But the heavy lifting is standardizing. And I suspect many of you know that-- and getting an organization to standardize.

And understanding the Wild West means you can't leverage the data. And the way forward, the power is that consistent, structured data that you can hook up to other pools of data to get insights, to reduce risk, to avoid surprises, to keep buildings safe. OK, questions?

AUDIENCE: So let's say [INAUDIBLE] But let's say an architect uploads model A. And everybody [INAUDIBLE]. Is that through SVF files, a Forge file? Or is it the RVT file?

Partial addition to the question is-- everybody is feeding in data-- consultants, contractors-- to this Forge model. And our client comes back and says, hey, we want to actually do an addition in a phase 2. So we download the latest information as an RVT file, do the addition, and then [INAUDIBLE]?

JIM QUANCI: So this may get a little technical. But we'll see how far I can get here. So the source of truth is BIM. It's the RVT file.

Forge is just giving you a way to view what's in the RVT file. In that RVT file, every entity has a unique entity ID. That is persistent over revisions.

Those entity IDs are visible through Forge, through that SVF. But the SVF, frankly, is a transient-- it's just a way to present you the information. Does that make sense?

AUDIENCE: So does it still upload it? Does the model derivative go-- is it still 200 meg file?

JIM QUANCI: No, no. Because what you're working with-- just think of this as a user interface. The SVF, which is just the user interface transport mechanism, is probably a tenth of that. So it's probably 20 megabyte file. And it depends on the details on exactly how you do it.

AUDIENCE: So where does the model actually live on the architect's server?

JIM QUANCI: The model lives where--

AUDIENCE: The Revit model, that's the base. But I know there's probably 10 of those.

JIM QUANCI: Right. The Revit model-- so that source of truth-- lives where the design firm or the design team decides it lives. Now, that could be on a server. That could be on Box, or Dropbox, or OneDrive, or SharePoint. That could be in BIM 360, which I think is a great idea. But it lives where it lives.

AUDIENCE: So Forge is an interface on top of [INAUDIBLE]?

JIM QUANCI: Forge allows you to grab the model and make it something you can see. It gives you an interface to working with the model.

AUDIENCE: How much of the data [INAUDIBLE]?

STEPHEN HAMIL: Four bits of data you put into Revit. And it was those four parameters I had inside the annotation-- so classification code, title, essential, and then if you've got any type differentiators. Because in a building, you're getting more than one door type. So it'll be a slightly different specification for each type.

AUDIENCE: [INAUDIBLE]

STEPHEN HAMIL: Yeah.

AUDIENCE: [INAUDIBLE]

STEPHEN HAMIL: Yeah, so the only thing we change in Revit is the little bits that glue the objects to the specification.

JIM QUANCI: That is a great question, though. Everybody has to think about it. And I suspect we probably of BIM managers in the room-- is, where do you want the data to live? Where does it belong?

So when I'll say, cost data belongs in a cost estimating system, not in BIM. Specification information, again, belongs in your specification system. You just want to be able to link these things in a very easy way.

The term federated-- the data's federated. It's connected. And it is single sources of truth. Your cost data, your source of truth for cost is here. Your BIM, your source of truth is here.

And you need to think that through. Because it wouldn't be unusual. You might have data in 10 different sources-- ERP information but single source. So you're all working off the same data.

AUDIENCE: So when you update the specifications through the website, the next time you open the Revit file, all those tags would automatically be updated?

STEPHEN HAMIL: The tagging can only be done in Revit, because that's the master file.

AUDIENCE: [INAUDIBLE] you already placed the tags and link the specification to it, changing just what we automatically updated there?

STEPHEN HAMIL: It's the same interface. So anything you change in the specification in the cloud view, you see at the same time in Revit. So if I have Revit open, and Jim was on the cloud on his iPhone, and I have Revit on my desktop, I'd still see Jim's changes as they're happening. It's just an embedded web browser inside of Revit.

JIM QUANCI: So again, the data is linked. And the fact you're in Revit doesn't mean all that information you're seeing in Revit is actually in the RVT. Some of it's coming from the cloud, from NBS.

AUDIENCE: Some of them do pass through to parameters in Revit code, right?

STEPHEN HAMIL: At the point where you do the linking. But the linking is only possible inside of Revit. We've deliberately put no linking in Forge, because then you'd have to then round trip it. We might do that one day. But we've kept it simple for the first release.

JIM QUANCI: It does bring up an interesting question, something we've talked about. You may have seen, yesterday, Forge has an upcoming service design automation for Revit, where you could write things back to the RVT file. But again, you have to think about, where does the data belong?

And when you start duplicating data, you've got to think about it. Because then there's the chance it's going to get disconnected. If you've got a significant amount of data that's sitting in some custom parameter inside the RVT file and you have it in some other data source, database, estimating system, scheduling system, you want to think about, where is the best place for the data to live? Now, there are some times you may want data in two places. Because maybe you have to deal with disconnected environments.

You're on a construction site. It's in some jungle somewhere. Or you're in some country where bandwidth is crap, where you do want the data local.

STEPHEN HAMIL: We'll take the orange top first and then blue top.

AUDIENCE: Stephen, how secure is that-- you talked about [INAUDIBLE] if you had to work backwards and find out what the cause of the problem. And is that something you want to do? So somebody swaps out a door for another door [INAUDIBLE]

STEPHEN HAMIL: Yeah. Well, we haven't implemented that functionality in the cloud system yet. But in our desktop spec product, it allows you to compare two versions of the database. And it's just the same principles as software development.

You're in source code control. And you say, how has it changed between this point and this point? So we've always done that in our spec tool. And the information you're looking at is the information you've put in yourself. So if you've specified 30 FD and then it's 60 FD, all the software did is highlight that difference.

AUDIENCE: [INAUDIBLE]

STEPHEN HAMIL: That's where we want to get to. And which user has made those changes? So it was Stephen that changed it from 30 to 60, and it was originally Jim that made the decision that was 30. So we wanted to give transparency to that information, so it can be seen. It's not hidden away.

JIM QUANCI: So I'd say, today, could someone dig through some log files and figure out what happened? Probably. But where we're going, 12, 18 months from now-- some of, again, this data is-- anybody who uses Google Sheets and Docs, have a complete history of who did what when. Now, for some people, that's scary.

I do think that will drive higher quality. Because people realize, if they do something kind of haphazard, there's record of it. So all of us will get things right the first time more often. Because there's no hiding. There's transparency. Yeah, but it is definitely a little scary.

STEPHEN HAMIL: With the orange top.

AUDIENCE: OK, so when working in Revit as a central file, people own certain elements. So let's say, Stephen, you're on the other side of the world. And you're changing door X. And you decide that you're going to change both specs at the same.

And you just changed door A, and you're changing door A. Yes, there's a history of that. But you've just moved onto door B, and you don't know that he did. So is there a way to pin or request permission? Or how does that work?

JIM QUANCI: I don't know if you noticed. When I was editing, it grayed out his interface. He couldn't touch it while I was editing.

So when he goes to edit, he can't do that until my changes have been-- he sees what I did. So we can't step on each other. Yeah.

STEPHEN HAMIL: In the front.

AUDIENCE: If you've got a situation where you've got master spec writers-- let's say they like to make changes and additions to whatever the standard spec package is. Is there a way that they can have the already-modified, templated, standard specs? Or does it just go back to [INAUDIBLE]

STEPHEN HAMIL: What we implemented is three options when you start in a spec. You can start with an NBS template. So that's your best template.

You can create office masters. So if you always have the same partitions for high schools, create that partition spec. Have it in the cloud. I can create new Revit families for reuse.

And then the third way is reusing from a previous spec but with a little alert, which tells you that standard's changed. That building code-- there's a new option here. So we keep the connection with the NBS cloud data and your data. So we give you an update if they go out of sync.

Just maybe one more question, because I think we're-- well, thank, everybody, for coming this early in the morning. Thank you, Jim.

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반드시 필요 - 사이트가 제대로 작동하고 사용자에게 서비스를 원활하게 제공하기 위해 필수적임

Qualtrics
오토데스크는 고객에게 더욱 시의적절하며 관련 있는 이메일 컨텐츠를 제공하기 위해 Qualtrics를 이용합니다. 이를 위해, 고객의 온라인 행동 및 오토데스크에서 전송하는 이메일과의 상호 작용에 관한 데이터를 수집합니다. 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID, 이메일 확인율, 클릭한 링크 등이 포함될 수 있습니다. 오토데스크는 이 데이터를 다른 소스에서 수집된 데이터와 결합하여 고객의 판매 또는 고객 서비스 경험을 개선하며, 고급 분석 처리에 기초하여 보다 관련 있는 컨텐츠를 제공합니다. Qualtrics 개인정보취급방침
Akamai mPulse
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Akamai mPulse를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Akamai mPulse 개인정보취급방침
Digital River
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Digital River를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Digital River 개인정보취급방침
Dynatrace
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Dynatrace를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Dynatrace 개인정보취급방침
Khoros
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Khoros를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Khoros 개인정보취급방침
Launch Darkly
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Launch Darkly를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Launch Darkly 개인정보취급방침
New Relic
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 New Relic를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. New Relic 개인정보취급방침
Salesforce Live Agent
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Salesforce Live Agent를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Salesforce Live Agent 개인정보취급방침
Wistia
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Wistia를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Wistia 개인정보취급방침
Tealium
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Tealium를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Upsellit
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Upsellit를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. CJ Affiliates
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 CJ Affiliates를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Commission Factory
Typepad Stats
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Typepad Stats를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Typepad Stats 개인정보취급방침
Geo Targetly
Autodesk는 Geo Targetly를 사용하여 웹 사이트 방문자를 가장 적합한 웹 페이지로 안내하거나 위치를 기반으로 맞춤형 콘텐츠를 제공합니다. Geo Targetly는 웹 사이트 방문자의 IP 주소를 사용하여 방문자 장치의 대략적인 위치를 파악합니다. 이렇게 하면 방문자가 (대부분의 경우) 현지 언어로 된 콘텐츠를 볼 수 있습니다.Geo Targetly 개인정보취급방침
SpeedCurve
Autodesk에서는 SpeedCurve를 사용하여 웹 페이지 로드 시간과 이미지, 스크립트, 텍스트 등의 후속 요소 응답성을 측정하여 웹 사이트 환경의 성능을 모니터링하고 측정합니다. SpeedCurve 개인정보취급방침
Qualified
Qualified is the Autodesk Live Chat agent platform. This platform provides services to allow our customers to communicate in real-time with Autodesk support. We may collect unique ID for specific browser sessions during a chat. Qualified Privacy Policy

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사용자 경험 향상 – 사용자와 관련된 항목을 표시할 수 있게 해 줌

Google Optimize
오토데스크는 사이트의 새 기능을 테스트하고 이러한 기능의 고객 경험을 사용자화하기 위해 Google Optimize을 이용합니다. 이를 위해, 고객이 사이트를 방문해 있는 동안 행동 데이터를 수집합니다. 이 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID, 오토데스크 ID 등이 포함될 수 있습니다. 고객은 기능 테스트를 바탕으로 여러 버전의 오토데스크 사이트를 경험하거나 방문자 특성을 바탕으로 개인화된 컨텐츠를 보게 될 수 있습니다. Google Optimize 개인정보취급방침
ClickTale
오토데스크는 고객이 사이트에서 겪을 수 있는 어려움을 더 잘 파악하기 위해 ClickTale을 이용합니다. 페이지의 모든 요소를 포함해 고객이 오토데스크 사이트와 상호 작용하는 방식을 이해하기 위해 세션 녹화를 사용합니다. 개인적으로 식별 가능한 정보는 가려지며 수집되지 않습니다. ClickTale 개인정보취급방침
OneSignal
오토데스크는 OneSignal가 지원하는 사이트에 디지털 광고를 배포하기 위해 OneSignal를 이용합니다. 광고는 OneSignal 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 OneSignal에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 OneSignal에 제공하는 데이터를 사용합니다. OneSignal 개인정보취급방침
Optimizely
오토데스크는 사이트의 새 기능을 테스트하고 이러한 기능의 고객 경험을 사용자화하기 위해 Optimizely을 이용합니다. 이를 위해, 고객이 사이트를 방문해 있는 동안 행동 데이터를 수집합니다. 이 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID, 오토데스크 ID 등이 포함될 수 있습니다. 고객은 기능 테스트를 바탕으로 여러 버전의 오토데스크 사이트를 경험하거나 방문자 특성을 바탕으로 개인화된 컨텐츠를 보게 될 수 있습니다. Optimizely 개인정보취급방침
Amplitude
오토데스크는 사이트의 새 기능을 테스트하고 이러한 기능의 고객 경험을 사용자화하기 위해 Amplitude을 이용합니다. 이를 위해, 고객이 사이트를 방문해 있는 동안 행동 데이터를 수집합니다. 이 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID, 오토데스크 ID 등이 포함될 수 있습니다. 고객은 기능 테스트를 바탕으로 여러 버전의 오토데스크 사이트를 경험하거나 방문자 특성을 바탕으로 개인화된 컨텐츠를 보게 될 수 있습니다. Amplitude 개인정보취급방침
Snowplow
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Snowplow를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Snowplow 개인정보취급방침
UserVoice
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 UserVoice를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. UserVoice 개인정보취급방침
Clearbit
Clearbit를 사용하면 실시간 데이터 보강 기능을 통해 고객에게 개인화되고 관련 있는 환경을 제공할 수 있습니다. Autodesk가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. Clearbit 개인정보취급방침
YouTube
YouTube는 사용자가 웹 사이트에 포함된 비디오를 보고 공유할 수 있도록 해주는 비디오 공유 플랫폼입니다. YouTube는 비디오 성능에 대한 시청 지표를 제공합니다. YouTube 개인정보보호 정책

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광고 수신 설정 – 사용자에게 타겟팅된 광고를 제공할 수 있게 해 줌

Adobe Analytics
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Adobe Analytics를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID 및 오토데스크 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. Adobe Analytics 개인정보취급방침
Google Analytics (Web Analytics)
오토데스크 사이트에서 고객의 행동에 관한 데이터를 수집하기 위해 Google Analytics (Web Analytics)를 이용합니다. 여기에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 오토데스크는 사이트 성과를 측정하고 고객의 온라인 경험의 편리함을 평가하여 기능을 개선하기 위해 이러한 데이터를 이용합니다. 또한, 이메일, 고객 지원 및 판매와 관련된 고객 경험을 최적화하기 위해 고급 분석 방법도 사용하고 있습니다. AdWords
Marketo
오토데스크는 고객에게 더욱 시의적절하며 관련 있는 이메일 컨텐츠를 제공하기 위해 Marketo를 이용합니다. 이를 위해, 고객의 온라인 행동 및 오토데스크에서 전송하는 이메일과의 상호 작용에 관한 데이터를 수집합니다. 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID, 이메일 확인율, 클릭한 링크 등이 포함될 수 있습니다. 오토데스크는 이 데이터를 다른 소스에서 수집된 데이터와 결합하여 고객의 판매 또는 고객 서비스 경험을 개선하며, 고급 분석 처리에 기초하여 보다 관련 있는 컨텐츠를 제공합니다. Marketo 개인정보취급방침
Doubleclick
오토데스크는 Doubleclick가 지원하는 사이트에 디지털 광고를 배포하기 위해 Doubleclick를 이용합니다. 광고는 Doubleclick 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Doubleclick에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Doubleclick에 제공하는 데이터를 사용합니다. Doubleclick 개인정보취급방침
HubSpot
오토데스크는 고객에게 더욱 시의적절하며 관련 있는 이메일 컨텐츠를 제공하기 위해 HubSpot을 이용합니다. 이를 위해, 고객의 온라인 행동 및 오토데스크에서 전송하는 이메일과의 상호 작용에 관한 데이터를 수집합니다. 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID, 이메일 확인율, 클릭한 링크 등이 포함될 수 있습니다. HubSpot 개인정보취급방침
Twitter
오토데스크는 Twitter가 지원하는 사이트에 디지털 광고를 배포하기 위해 Twitter를 이용합니다. 광고는 Twitter 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Twitter에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Twitter에 제공하는 데이터를 사용합니다. Twitter 개인정보취급방침
Facebook
오토데스크는 Facebook가 지원하는 사이트에 디지털 광고를 배포하기 위해 Facebook를 이용합니다. 광고는 Facebook 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Facebook에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Facebook에 제공하는 데이터를 사용합니다. Facebook 개인정보취급방침
LinkedIn
오토데스크는 LinkedIn가 지원하는 사이트에 디지털 광고를 배포하기 위해 LinkedIn를 이용합니다. 광고는 LinkedIn 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 LinkedIn에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 LinkedIn에 제공하는 데이터를 사용합니다. LinkedIn 개인정보취급방침
Yahoo! Japan
오토데스크는 Yahoo! Japan가 지원하는 사이트에 디지털 광고를 배포하기 위해 Yahoo! Japan를 이용합니다. 광고는 Yahoo! Japan 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Yahoo! Japan에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Yahoo! Japan에 제공하는 데이터를 사용합니다. Yahoo! Japan 개인정보취급방침
Naver
오토데스크는 Naver가 지원하는 사이트에 디지털 광고를 배포하기 위해 Naver를 이용합니다. 광고는 Naver 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Naver에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Naver에 제공하는 데이터를 사용합니다. Naver 개인정보취급방침
Quantcast
오토데스크는 Quantcast가 지원하는 사이트에 디지털 광고를 배포하기 위해 Quantcast를 이용합니다. 광고는 Quantcast 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Quantcast에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Quantcast에 제공하는 데이터를 사용합니다. Quantcast 개인정보취급방침
Call Tracking
오토데스크는 캠페인을 위해 사용자화된 전화번호를 제공하기 위하여 Call Tracking을 이용합니다. 그렇게 하면 고객이 오토데스크 담당자에게 더욱 빠르게 액세스할 수 있으며, 오토데스크의 성과를 더욱 정확하게 평가하는 데 도움이 됩니다. 제공된 전화번호를 기준으로 사이트에서 고객 행동에 관한 데이터를 수집할 수도 있습니다. Call Tracking 개인정보취급방침
Wunderkind
오토데스크는 Wunderkind가 지원하는 사이트에 디지털 광고를 배포하기 위해 Wunderkind를 이용합니다. 광고는 Wunderkind 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Wunderkind에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Wunderkind에 제공하는 데이터를 사용합니다. Wunderkind 개인정보취급방침
ADC Media
오토데스크는 ADC Media가 지원하는 사이트에 디지털 광고를 배포하기 위해 ADC Media를 이용합니다. 광고는 ADC Media 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 ADC Media에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 ADC Media에 제공하는 데이터를 사용합니다. ADC Media 개인정보취급방침
AgrantSEM
오토데스크는 AgrantSEM가 지원하는 사이트에 디지털 광고를 배포하기 위해 AgrantSEM를 이용합니다. 광고는 AgrantSEM 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 AgrantSEM에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 AgrantSEM에 제공하는 데이터를 사용합니다. AgrantSEM 개인정보취급방침
Bidtellect
오토데스크는 Bidtellect가 지원하는 사이트에 디지털 광고를 배포하기 위해 Bidtellect를 이용합니다. 광고는 Bidtellect 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Bidtellect에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Bidtellect에 제공하는 데이터를 사용합니다. Bidtellect 개인정보취급방침
Bing
오토데스크는 Bing가 지원하는 사이트에 디지털 광고를 배포하기 위해 Bing를 이용합니다. 광고는 Bing 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Bing에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Bing에 제공하는 데이터를 사용합니다. Bing 개인정보취급방침
G2Crowd
오토데스크는 G2Crowd가 지원하는 사이트에 디지털 광고를 배포하기 위해 G2Crowd를 이용합니다. 광고는 G2Crowd 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 G2Crowd에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 G2Crowd에 제공하는 데이터를 사용합니다. G2Crowd 개인정보취급방침
NMPI Display
오토데스크는 NMPI Display가 지원하는 사이트에 디지털 광고를 배포하기 위해 NMPI Display를 이용합니다. 광고는 NMPI Display 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 NMPI Display에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 NMPI Display에 제공하는 데이터를 사용합니다. NMPI Display 개인정보취급방침
VK
오토데스크는 VK가 지원하는 사이트에 디지털 광고를 배포하기 위해 VK를 이용합니다. 광고는 VK 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 VK에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 VK에 제공하는 데이터를 사용합니다. VK 개인정보취급방침
Adobe Target
오토데스크는 사이트의 새 기능을 테스트하고 이러한 기능의 고객 경험을 사용자화하기 위해 Adobe Target을 이용합니다. 이를 위해, 고객이 사이트를 방문해 있는 동안 행동 데이터를 수집합니다. 이 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역, IP 주소 또는 장치 ID, 오토데스크 ID 등이 포함될 수 있습니다. 고객은 기능 테스트를 바탕으로 여러 버전의 오토데스크 사이트를 경험하거나 방문자 특성을 바탕으로 개인화된 컨텐츠를 보게 될 수 있습니다. Adobe Target 개인정보취급방침
Google Analytics (Advertising)
오토데스크는 Google Analytics (Advertising)가 지원하는 사이트에 디지털 광고를 배포하기 위해 Google Analytics (Advertising)를 이용합니다. 광고는 Google Analytics (Advertising) 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Google Analytics (Advertising)에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Google Analytics (Advertising)에 제공하는 데이터를 사용합니다. Google Analytics (Advertising) 개인정보취급방침
Trendkite
오토데스크는 Trendkite가 지원하는 사이트에 디지털 광고를 배포하기 위해 Trendkite를 이용합니다. 광고는 Trendkite 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Trendkite에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Trendkite에 제공하는 데이터를 사용합니다. Trendkite 개인정보취급방침
Hotjar
오토데스크는 Hotjar가 지원하는 사이트에 디지털 광고를 배포하기 위해 Hotjar를 이용합니다. 광고는 Hotjar 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Hotjar에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Hotjar에 제공하는 데이터를 사용합니다. Hotjar 개인정보취급방침
6 Sense
오토데스크는 6 Sense가 지원하는 사이트에 디지털 광고를 배포하기 위해 6 Sense를 이용합니다. 광고는 6 Sense 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 6 Sense에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 6 Sense에 제공하는 데이터를 사용합니다. 6 Sense 개인정보취급방침
Terminus
오토데스크는 Terminus가 지원하는 사이트에 디지털 광고를 배포하기 위해 Terminus를 이용합니다. 광고는 Terminus 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 Terminus에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 Terminus에 제공하는 데이터를 사용합니다. Terminus 개인정보취급방침
StackAdapt
오토데스크는 StackAdapt가 지원하는 사이트에 디지털 광고를 배포하기 위해 StackAdapt를 이용합니다. 광고는 StackAdapt 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 StackAdapt에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 StackAdapt에 제공하는 데이터를 사용합니다. StackAdapt 개인정보취급방침
The Trade Desk
오토데스크는 The Trade Desk가 지원하는 사이트에 디지털 광고를 배포하기 위해 The Trade Desk를 이용합니다. 광고는 The Trade Desk 데이터와 고객이 사이트를 방문하는 동안 오토데스크가 수집하는 행동 데이터 모두에 기초하여 제공됩니다. 오토데스크가 수집하는 데이터에는 고객이 방문한 페이지, 시작한 체험판, 재생한 동영상, 구매 내역 및 IP 주소 또는 장치 ID가 포함될 수 있습니다. 이 정보는 The Trade Desk에서 고객으로부터 수집한 데이터와 결합될 수 있습니다. 오토데스크는 디지털 광고 경험에 대한 사용자화를 개선하고 고객에게 더욱 관련 있는 광고를 제시하기 위해 The Trade Desk에 제공하는 데이터를 사용합니다. The Trade Desk 개인정보취급방침
RollWorks
We use RollWorks to deploy digital advertising on sites supported by RollWorks. Ads are based on both RollWorks data and behavioral data that we collect while you’re on our sites. The data we collect may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, and your IP address or device ID. This information may be combined with data that RollWorks has collected from you. We use the data that we provide to RollWorks to better customize your digital advertising experience and present you with more relevant ads. RollWorks Privacy Policy

정말 더 적은 온라인 경험을 원하십니까?

오토데스크는 고객 여러분에게 좋은 경험을 드리고 싶습니다. 이전 화면의 범주에 대해 "예"를 선택하셨다면 오토데스크는 고객을 위해 고객 경험을 사용자화하고 향상된 응용프로그램을 제작하기 위해 귀하의 데이터를 수집하고 사용합니다. 언제든지 개인정보 처리방침을 방문해 설정을 변경할 수 있습니다.

고객의 경험. 고객의 선택.

오토데스크는 고객의 개인 정보 보호를 중요시합니다. 오토데스크에서 수집하는 정보는 오토데스크 제품 사용 방법, 고객이 관심을 가질 만한 정보, 오토데스크에서 더욱 뜻깊은 경험을 제공하기 위한 개선 사항을 이해하는 데 도움이 됩니다.

오토데스크에서 고객님께 적합한 경험을 제공해 드리기 위해 고객님의 데이터를 수집하고 사용하도록 허용하시겠습니까?

선택할 수 있는 옵션을 자세히 알아보려면 이 사이트의 개인 정보 설정을 관리해 사용자화된 경험으로 어떤 이점을 얻을 수 있는지 살펴보거나 오토데스크 개인정보 처리방침 정책을 확인해 보십시오.