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Building Trust in an Industry That’s Actively Avoiding It

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설명

Trust is the foundation of every relationship. This applies in personal and professional situations, like the building of a building. The level of trust within a project team between designers, contractors, and trades can have a major impact on project outcomes. Do contract structures help or hinder? Do our software tools add or reduce trust? Have we built a culture of mistrust and litigation in a race to shed risk? In this discussion, professionals from different backgrounds will discuss project challenges that may be encountered, their effect on trust in the project team, and possible resolution methods. We’ll explore ways to build and repair trust, and cover how better communication can help, and what strategies may be available to build trust. We’ll discuss positive impacts these can have, and how to be more proactive from the start, leading to better project execution. We’ll seek ways to better collaborate—despite different backgrounds, goals, and expectations—to ensure a successful project.

주요 학습

  • Learn about challenges that may be encountered in a project team, how they affect trust, and possible ways of resolving them.
  • Build on best practices to enable better communication between project participants, such as designer, builders, and owners.
  • Learn about applying different techniques for resolving conflict when it occurs.
  • Learn methods and tools to incorporate better trust and collaboration into a project from the beginning.

발표자

  • David Joslin 님의 아바타
    David Joslin
    David Joslin is the Applied Technology Manager and a Sr. VDC Manager at Gilbane Building Company. While there, David has been involved with many collaborative, MEP-intensive projects, where his ability to clearly communicate issues while driving at solutions using the collective team’s knowledge has been a recognized strength. His communication and team-oriented skill set is further bolstered by his experience with the software and the technology needed to run it. Because of that, he also began managing and improving the technology and infrastructure for his local VDC group, and then moved on to working to standardize the VDC infrastructure across the company. David is a registered Architect in Arizona.
  • Robert Yori
    Robert leads AECOM's Urban Advisory Practice Digital Solutions Studio and the Global Design Technologies Center of Excellence. Both groups enhance outcomes through practice-oriented digital transformation, design computation, data-focused workflows, and digital design and development. Robert's industry experience spans the architecture, engineering, sustainability, design for manufacturing, business development, innovation incubators, and software development sectors. He serves on AIA New York's Future of Architectural Practice Committee, is Program Manager for DBEI's Design Technology Summit (DTS), is co-author of the Mastering Revit book series, and contributed to the AIA's "Architect's Guide to Building Performance."
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Transcript

DAVID JOSLIN: I'd like to welcome everyone out to our panel discussion. This is Building Trust in an Industry That's Actively Avoiding It. So hopefully, you're in the right place. We've got some good discussion topics and then we're also going to keep a mic ready for any questions from the audience as we go about the discussion. So feel free to raise your hand, ask questions, and we'll try to keep this-- we'll try to keep it somewhat interactive.

So I'm going to flash that up there. One of our panelists is from Autodesk, so don't buy anything based on what he says.

MAN: I insisted this was put up there.

DAVID JOSLIN: I'm Dave Joslin. So I am the applied technology manager from Gilbane Building Company. I work out of the Phoenix office. So a little drier than what people might be used to out here. And my role really is supporting the Virtual Design and Construction group and making sure that we have the software tools we need, they understand how to use things. I'm there to help fix things when they're broken. And I came up through that group, helping project teams succeed and solve issues.

So we'll go through our group, give everyone a chance to give a little introduction to themselves and their background. So we'll start off with Bob.

ROBERT YORI: Did you do this on purpose? I just noticed that we're all aligned in the same way. That's great.

DAVID JOSLIN: Totally planned.

ROBERT YORI: Excellent. Well done. Hi, everybody. I'm Robert Yori. I'm a digital solutions studio leader in New York City for AECOM. Our studio, I like to characterize us as playing in two domains. We play in project-oriented domains, so in the BIM and VDC space, in computational design. Then we also play in the product space, which is application development, UI/UX, front and back end development, and data analytics.

My background-- I'll give you the very brief version-- architecture, into technology, into physical product, into sustainability, into UI, into technology and civil engineering, and now I'm here. I hope that wasn't too long.

GEOFF CAMP: Hi. Good afternoon, I'm Geoff Camp with Suffolk. Just a little background about myself. A little over 15 years in the construction industry. It was a second career for me. My educational background is actually in architecture, but I've never practiced or been on the design side.

So I came up, similar to David. I came up through a VDC role. Probably the majority of my career was project assignments, being on site and working with teams. I really love that role because you're kind of a generalist on the projects. I think if you do these processes and use some of these technologies properly, everyone's engaged in it and you're a facilitator and information manager, rather than a more of a-- you're less of a technical person.

In my current role as director of process innovation, I'm really responsible for-- the analogy I use is like a quarterbacks coach. Like, we empower our project teams and our core people, like project managers and superintendents, to implement some of these tools and processes. So I'm there to guide them through that, to connect them to resources, and just empower them. So I touch a lot more of the projects on a broader basis now.

ANDREW MAYO-SMITH: Awesome. Andrew Mayo-Smith, so as mentioned before, I work for Autodesk. I've been with Autodesk for about eight years. Currently in a sales role, although I've worn a couple of different hats since joining. I was in Customer Success. And then I was a technical support specialist, always servicing construction accounts at an Enterprise level.

Before Autodesk, I worked for a general contractor in the greater Boston area. They actually did all of New England. And before that I was doing some facilities management work. And before that was engineering school.

DAVID JOSLIN: Cool. All right. Thanks guys. So to get us started off, the good old tell you what we're going to talk about thing. So we're going to break this into three major chunks.

Like, what is trust? What does it mean to us, to each person? What are the things that help or hinder and some of the challenges we might encounter? And then, what are some of the ways that we can try to build that and strengthen project teams? With the overarching goal, why are we talking about trust today?

And I like to use this rowboat example here. This was during the Olympics a few years back. And the British team got a little bit off. And they nearly collided with the Italian team, if I'm remembering this correctly. And it came down to they got out of sync.

So the idea here is that for the projects that we work on, to have the most success, to work the most smoothly, we need to trust each other. We need to be working together. Everyone's got to be rowing the same direction. So that's the impetus for this discussion today.

And so the first thing I want to launch off to the group is, what does trust mean to you? And why is it important in what each of you are doing? So--

ROBERT YORI: You're looking at me.

DAVID JOSLIN: Start off with Bob.

ROBERT YORI: Yeah, sure. So, thanks. I think about trust in a few different ways. I can think about trust among entity-- well, among people or the larger extension, by entities, by stakeholders in a project, whether that be discipline oriented or some other arrangement.

I can also think-- in some of our conversations, we came up with the idea of trust in data and how much you can trust the information that you're receiving. Those are two aspects to that. I think there are other dimensions to it, but I think, fundamentally, that's it boils down to, at least in my experience, with trust and with lack thereof, about whether you have faith in the team, in order to be able to hand things off seamlessly, or the information that you are receiving and the validity of it.

GEOFF CAMP: I think the people in the audience should know, in preparing for this session, we met. Some of us hadn't met before. We decided to come together to talk about this. So I think that personal aspect of relationships and just having communication and interaction with people is so important.

I wanted to share a quote. As we were thinking about this, I was looking up quotes about trust. And I like this one. It says, "Trust dies, but mistrust blossoms." And that's from Sophocles, who was an ancient Greek playwright. And when I thought about this, I know a much more elegant way to say that, which is "One oh, crap, erases all the atta-boys." And that was told to me by a superintendent.

The idea there is that there's a fragility to it, that the earning of trust and how we build up that reservoir, it's difficult to do and you have to do it over time. And it's very easy to break that down. So I hope we can talk today about-- throughout my career there's some just small interactions, things you do with people. Like, I'm going to talk about even things as simple as where people are positioned. In a space where you're working together says things. And so I think there are some things we can do to really encourage that type of relationship building. And that's the foundation of trust.

ANDREW MAYO-SMITH: Yeah, when I was thinking about it, I likened trust to-- for those of you who've played on a team sport, there's a sense of-- you can feel momentum when things are going one way or the other. And it's sort of similar with trust. I think of it in a similar way, where it's difficult to quantify or pinpoint exactly when you feel like you have that trust, but there's this sort of underlying energy between a group of people when trust is there, versus you certainly notice when it's not.

GEOFF CAMP: Right.

ROBERT YORI: It's that level of collective ownership, rather than feeling of the need for a singular type of ownership, whether you're talking about an individual, again, or a particular team, or discipline, or so forth.

ANDREW MAYO-SMITH: But it's particularly complicated in an industry like AEC--

GEOFF CAMP: Oh, yeah.

ANDREW MAYO-SMITH: --where you have a team working together on an individual objective, but there are your different stakeholders. And everyone wants to end up in a good space individually, but you also think about-- it's hard to find another industry like it, where it's so collaborative, but you're not really all with the same jersey.

GEOFF CAMP: You often very specifically have very different obligations, very different roles and responsibilities, even if collectively there's a shared goal.

DAVID JOSLIN: Cool. All right. So Bob, you kind of touched on this earlier, the idea of trust in different things. So going into this, when I started the concept, and before we started having our discussions, the main thing I was thinking about, that trust between people. But one of the things that's come up in our discussion was also the different facets of trust. Right?

ROBERT YORI: Right.

DAVID JOSLIN: Whether that might be between people and companies, trust in the process that you're using, or the tools, or the data that's been generated from those. So kind of building on that, what are some experiences you guys have had in relation to those different facets of trust, either where you might have run into some challenges with that or benefits from those?

ANDREW MAYO-SMITH: We see it all the time with technology implementation. If you go in and the group just refuses to buy into that the idea that it might improve their way of doing things, they're just kind of pushing a rope. So establishing that belief that what you're going to do could make it better. And that's from a technology perspective, not that it's unique, necessarily, to architecture, engineering, or construction. But when it comes to software implementation, we definitely see that a lot.

GEOFF CAMP: I think we talked about, before today, a little bit, sometimes, the software solutions are set up for a worst-case scenario too. Like you have to control and restrict. And I think where our conversation got a little interesting is like, how can we create spaces where people can be more open with their information, without changing the risk profile or the responsibility, while also maintain those fail safes? So whether it's inadvertent or malicious, that you don't have disruption to the

ANDREW MAYO-SMITH: Right. Yeah, thought a lot about permissions-- from a technology perspective, you can probably get a pretty good sense of the trust dynamic if you just went into the permission settings to see what people are capable of doing, and seeing, and moving around, and stuff.

GEOFF CAMP: Right.

ROBERT YORI: I can give an example that doesn't even touch on technology. Let's say as an architect, you get a set of existing conditions drawings. Let's say they're hand-drawn. Let's just completely take technology out of the picture. I've never been instructed to utilize existing conditions drawings that were prepared by somebody else. Because once you do that, you assume ownership of any mistakes, rather than going out and verifying it yourself.

So I think there's an element of risk control that's associated with trust or lack thereof. And I think this might be jumping to another one of your questions, but-- is it?

DAVID JOSLIN: Go ahead.

ROBERT YORI: But we also came around to this idea of agreements, contracts as proxy for trust between individuals or entities. So I think the example that I gave is if you work in a small town and you do single family residential architecture, you might have a relationship with a few of the builders in the area. And you're probably a little more casual with that working relationship than you might be if you're working, let's say, in New York City, and you're doing 60-story office towers, and you've got people bidding competitively for them.

Because you've developed a working relationship in the first scenario, and you have developed a level of trust. But if you work with a lot of strangers, you haven't had the opportunity to build that trust.

GEOFF CAMP: Accumulate your atta-boys.

ROBERT YORI: Right, you can't accumulate the atta-boys on the first try. So agreements themselves are a proxy for trust, at least in the beginning.

GEOFF CAMP: Do you think they should-- a contract should actually enable a complete absence of trust because it's so prescriptive and specific about who's responsible for what, even going into the methods for interaction between the different people? It's almost like you maybe could have zero trust. I don't think anyone would want to work on-- be involved in a team that functioned that way, but theoretically, maybe you could.

ROBERT YORI: I think those documents are-- and I don't say this pejoratively-- I think those documents are written with the expectation of no trust. Because oftentimes, you'll see agreements written for worst-case scenarios, So they sort of embody this distrust.

I guess, to put it a nicer way, which I really mean it this way very clearly lay out expectations and deliverables. S that's there's no ambiguity in what's expected of individuals or organizations and their roles in a particular project. If you have a good working relationship, as I said, let's say, maybe with a residential builder in your hometown that you're working with, you don't need to lay everything out so specifically. In some cases, it's more of a waste of time than anything else.

DAVID JOSLIN: Yeah, that balance between the roles and responsibilities has already been established or it has to be written--

ROBERT YORI: Yeah, through experience.

GEOFF CAMP: And to your point, I think, we're often-- people would probably choose to work with or interact with their preferred team, or the individuals and entities that they have been successful with. But obviously we don't always have that choice.

DAVID JOSLIN: This is not how it works.

GEOFF CAMP: I'm a little bit of an optimist, where I think-- I was thinking about this and I don't think we come into a new business relationship, especially in like in AEC, like a project environment, I think there's some level of trust, even if it's an entity we haven't worked with. It might be low, but I don't think we come in at zero either, which is a starting point.

ROBERT YORI: No. Absolutely. I think we kind of came around to this-- to borrow a phrase, trust, but verify. So how does that how does that fit in current context? What does trust, but verify mean in the technology space that we all currently occupy? We've observed, perhaps, some opportunities to maybe make the verify part a little bit more robust, rather than just trust.

So I think that that's something that's in the back of my mind, how can we orient the tools that we use to encourage trust by providing a-- I think it was you that mentioned the safety net.

GEOFF CAMP: Yeah.

ROBERT YORI: Yeah. Yeah.

GEOFF CAMP: Right, free, and enable the collaboration, but reduce the risk or manage that, so that people don't-- there's not that gun shy, kind of sheepishness about sharing information. And we talked a little bit too, it's about respecting. I think like I had an experience early in my career, where almost being-- seeing behind the curtain, it can be misused, even if it's not-- it's not done intentionally. But it can be disruptive. Like respecting each other's roles on the process, respecting the design process.

So I think when those things are open to you, you have to-- it's what you do with that information too, that greatly impacts the trust and the relationship.

ROBERT YORI: Sure.

ANDREW MAYO-SMITH: I think the technology-- technology's role in this whole conversation about-- in industry and what trust looks like changed a lot once cloud collaboration became the norm. So groups were always collaborating. They just looked a little different. Now, to your point, with cloud collaboration taking place, the collaboration is accelerated and it's a lot more documented.

So from an Autodesk perspective, when people were just working alone on Revit, and then you might share that model with somebody, now it's just so much more rapid, and there's so many more stakeholders, I think--

GEOFF CAMP: Fluid.

ANDREW MAYO-SMITH: Yeah, much more fluid. So the cloud shift I think has changed technology's role in the whole trust conversation within the industry.

ROBERT YORI: That reminds me of when I first started teaching Revit, you get to the part about work sharing. And especially in the early days of Revit, people just didn't register what that meant. So you're sort of noodling around.

Or just an example outside of AEC, does anybody remember the first time they got on like a Google Doc or a Google spreadsheet with somebody? And everybody just thought they were doing their own thing. And it was just utter chaos, because everybody was just doing everything all at once. At least Revit has some protections in there to people-- to keep the same 10 people from editing the one thing. But yeah, it was chaos.

I think about us in-- so the group that I-- these got, of course, the BIM, and the VDC side, and the software development side, and I take a look at parallels in software development itself. So when we spin up a software project, we'll have a code base, which is in like GitHub or something.

And there's a pretty well thought out idea about individual contributors, what they do, developing modularly, forking off a branch, scheduling the merge back into the main code based, testing it before that ever goes to production, forking that in. And then also, these different layers of applications. Assuming they're web hosted, you've got a staging site, you've got a dev site, and then you've got a production site.

So the production site is live. That's what the end user sees. But you've got the dev site, which is the really messy one, which is kind of like the rawest version of your merged code. And then the testing one, of course, is to comb through those and comb through the knots. And then finally, it gets promoted to a production site.

So I think about that a lot. Especially in the larger VEC projects that I've worked on. The model isn't so much the exploration space, as much as it is a record of the decisions that have been agreed upon. And I think what could help trust is, perhaps, a more granularly organized system, or at least the possibility of a granularly organized system that maybe parallels in some ways the software development methodologies, that allows for those different layers and levels of vetting before it gets committed to the production model.

ANDREW MAYO-SMITH: I just found out that Bob knows more about software development than me, for sure.

DAVID JOSLIN: I do want to take a break here because I know we've got at least one question from the audience. And we've got a mic that we'll bring up here in a second.

ROBERT YORI: You shouldn't have interrupted me. I could have segued until the mic came up.

GEOFF CAMP: It looks like it's--

DAVID JOSLIN: Yeah, so you've got the gentleman on the end there. And then--

ROBERT YORI: I think you might have to turn it on there.

AUDIENCE: It's on.

AUDIENCE: Test.

DAVID JOSLIN: There we go.

AUDIENCE: So I come from an architecture standpoint, like Geoff, I guess. Now I'm in construction. But some of the biggest challenges with trust, I think, is the way the contracts have been written for the last, I don't know, 100 years. Because we've been specialized. But now, that it's starting to go into Design Build, I think because owners are starting to see that architects don't have all the information and input, because they're not experts, nor should you expect them to be because they don't work in the field.

So I think a lot of that trust is that we expect 100% CDs. Owners expect it. They paid for it. They believe their-- the city checked it, so it got permitted. Why wouldn't it be trusted? But the problem is, the reality shows that the drawings are not 100% accurate. They're actually very flawed in the real world.

And trying to change that is difficult. Contracts have to be completely reevaluated. And building those relationships with Design Build subs is another thing that owners have to-- and contractors have to vet out. But I think that that's one of the biggest challenges, is explaining that and getting the owners to see the value in Design Build, versus going out to bid. That's the challenge, I think, that we are-- in the industry, that we're facing. And I think that technology is that bridge builder, where we can actually do it and make it work.

And another thing that I also see, to add to that, is even in the field, it feels like they're not being heard, when we have all this technology that's being inundated at us. And the challenge I see is that we have veterans and experienced veterans in the field being told that they should do it this way by people that just graduated college. So it's almost like an insult. Like, why are you telling me how to install and do it this way when you have no experience? So I just wanted to hear your guys' feedback on that.

ANDREW MAYO-SMITH: I've certainly heard we've been building buildings long before this existed, in terms of the technology.

GEOFF CAMP: Yeah, I think you have to have trust and credibility within your own teams. To your point, you can't-- I don't think you're going to-- you're not going to have success with a new technology implementation if you're going out to someone who's had success with the methodology that they've used.

This is a delicate thing to say. I don't always think that the bar should be as low as we've always done it this way. But I think you have to recognize that person's perspective and you have to come at it from a position of-- you have to build credibility and show solutions.

I was going to say, the contracts, like Design Build, I've been involved with a couple where I think we've actually had like less trust in those than-- or I should say, I've had better experiences where there it felt like there was more trust and more collaboration just in a traditional contracting structure, with the architect to the owner and us to the owner.

But yeah, I think it's a fair point, that we need to look at how those things, the contract structure enables us to collaborate at the right time and that people are resourced with the right-- the right ability to do the right thing at that point in the job. So it's a valid point.

ROBERT YORI: I think that that's where agreements-- I think that's where they're really useful. Because they do-- they are that proxy for trust. So you've had better experiences in some design to build than let's say, Design Build. So maybe it's because of the combination of people.

There are some other dynamics there, clearly. Lots of factors, right? So I think that there's ample reason for the reason agreements exist the way that they do. I think also there's, perhaps-- and I can say this from an architectural standpoint-- one of the reasons that the industry is the way that it is because it would be cost prohibitive to build any building if we were to fully simulate everything down to the n-th degree before it went out.

You take a look at a site, what do you do? I don't know, five, 10 test borings? You're just kind of like picking spots. What if you run into some subsurface condition in the spot that might have been the 11th one? And how many of them do you do? So there is an element of guesswork in that.

And if put together properly, I think there's a real distinction-- well, I'll put it this way. I think that when we talk about making building models there's always a tendency, a good one, to refer to manufacturing and sort of this precision level development. I think that there are-- and there are good lessons to be learned there, but I think the way that architectural projects are described is fundamentally different than how they're described for a product production.

So I used to work for a company that made curtain wall anchors. And we must have made, I don't know, a million of them a year. So I can spend the time amortizing the refinement over those million that I built. And I know this is an old argument, but there's an element of guesswork in the one-off, the design to realization.

And I think this is where trust comes in. Because the architect, of course, is responsible and has experience in a certain set of things, but not others. And this level of trust-- to trust your engineers, to trust your construction professionals, to know that they know a lot of things better than I did as an architect, and to be able to work collaboratively, trustfully, in a way that enhances everyone's expertise to that project, rather than combating it.

But I think it's hard to do. Because you've got schedules, and you've got budgets, and you've got people coming at you with timelines. And the contracts aren't always written to be friendly that way.

ANDREW MAYO-SMITH: We talked-- when we were prepping, one of the things we talked about specifically around contracts is also risk. It's impossible for me to think about contracts in the AEC industry without thinking about how those will help delegate the risk to the various project participants.

We'd love to see contract evolution, for sure. I think there are a number of things that would probably have to come into play, in terms of educating owners. You brought that up. I think letting them understand what the benefits of like increased collaboration could be. But I think part of it is a risk conversation.

GEOFF CAMP: I think a little bit of it too, is-- you were talking about it, Bob, but sometimes there's-- I want to say, like misaligned expectations. I think that's something like at Suffolk, we've been trying to rethink how we approach that. Like what is the role of the architect? What are they best equipped to do? What should we expect out of a document set? Like, what's unreasonable to expect? And trying to define that better, I think that's helped us maybe build-- fill a little bit of that reservoir of trust, by at least recognizing that.

Because I think there's definitely folks on the construction side with, I think, unreasonable expectations on what should be in there, especially if you don't have-- to your point, you don't have certain pieces of information that are critical to manifest the building. So why should we expect that the document should enable us to do that 100% without any other inputs? That's not-- to me, that's not reasonable to expect from the designers. And just recognizing that, sometimes is a step forward in enhancing the trust with the design team.

ROBERT YORI: One opportunity I think that exists-- tell me if you guys have experienced this, but I can't count the number of projects that I've worked on and that I've seen other folks worked on, where most people don't even have access to the contracts. Sure, blackout the numbers, do whatever you need to do from a project management standpoint.

But I think one of the reasons those expectations can be misaligned is because nobody knows what they are, except maybe the project manager, or the partner in the firm, or whatever, the head-- the construction lead. I think this idea of sharing those expectations, not just among the entities, but among the team members, so that you understand what you should expect from an architect or an engineer, and we understand what we should expect from you, and that role, and so forth. I think a little bit more transparency about those agreements across the project teams would do wonders.

GEOFF CAMP: Yeah, I would agree with that.

DAVID JOSLIN: This gentleman has been very patient.

ROBERT YORI: Oh, I'm sorry. I went off again.

AUDIENCE: No worries. Thanks, Robert, for fixing your mic. Something was going on where you were cutting in and out a little bit.

ROBERT YORI: I don't know.

AUDIENCE: It works now. But now thinking about it, I'd say trust is something built over what other people will do with your vulnerability. Like in a relationship, that's how you build trust. It's like, what are you going to do with this vulnerability that you just found out about me on this job site? Or me as the contractor, that I know I made a mistake? And those contracts have been built to try to eliminate that human side of it.

So it seems to be like the communication and collaboration, it's almost like you have to have a dual track. There might be the document stage of the BIM, where you have a 3D model, but there should be like a sidebar conversation of like, what made you do that? What made you change that? I drew it this way.

By the way, I'm an architect. I was a carpenter too for a long time. And I was in the army. And now I work for the army as an architect. So I'm kind of a terrible person because I'm my own owner too. So it's like, I've had to learn I have to have mercy. Because I have to be merciful, frankly. Because a lot of people don't read the EIA documents. They don't really know what they're on the hook for.

So there's a balance, but I've found it much better to play nice when somebody has a vulnerability, as much as I can within the contract, of course. I'm not going to violate the contract. I owe that to the taxpayers. And sometimes, you just can't play nice. But that goes a heck of a long way for the next time that we have to work together on a project, because there will be a next time.

I'm a low bid environment. So low bidders tend to get low bid jobs again, and again, if they're good. And if they're not, they basically go away. But that's my take-- vulnerability, what do you do with it? That's trust.

ANDREW MAYO-SMITH: But I think that's why you see high trust jobs being more successful, generally speaking. Because-- you used the example-- like, mistakes are going to happen on a project of any meaningful size. So like if there's trust there that you don't feel like the person is going to screw you when you open up that vulnerability that you made a mistake, then that issue is still there, whether it was communicated or not. And so the faster the team can work together to address something, a demonstration of a high trust environment, is why the projects see the success that they do.

AUDIENCE: It boils down to that honesty.

ANDREW MAYO-SMITH: Yeah.

ROBERT YORI: And perhaps, paradoxically, if you find yourself in that situation, and you are able to work through that nicely, professionally, collaboratively, that actually really reinforces the trust moving forward. Sorry to cut you off.

GEOFF CAMP: No, I was thinking of an example from a project. Like having pre OAC meetings, without the O, where those vulnerabilities or those issues could be discussed, agreed. There's solutions or some level of consensus where you're not going into those interactions like with gotcha moments, or to your point about taking advantage of that vulnerability to position your entity on the project. Those things are critical to enhancing that relationship.

I was going to say-- you also asked about, or you made a point about understanding decision making. I've tried to do this and I don't think contractors do it enough, just simply asking the question at the outset of a project or getting the design presentation. Like, show me the half hour concepts of the evolution of your design and what things are important to you.

Like, we don't ask that. We just rip the drawings open, what's wrong? Like that doesn't start the relationship from a good way. And just taking the time to understand that. And I think that shows respect, and engagement, and builds some of that trust.

DAVID JOSLIN: Yeah, go ahead.

AUDIENCE: I think you guys are missing one guy and that's the owner. I'm currently-- which is important, because you need to build the trust from the top down. You need to trust your owner and your owner needs to trust you. Because that's the one-- architect and contractor don't have a contractual relationship with each other, but both with the owner.

I'm sitting right now literally in a scenario where the electrical contractor wants to have a change order, claiming the specs are wrong. The owner's lawyer says, no, the specs are right. The owner does not want to pay the change order. And if he has to change it, pay the change order, he's going to file a claim against the architect. Even though his own lawyer says, no, you don't have a case against the architect, he still wants to file a claim. I have no idea.

And-- but that's part of the problem there, right? In the entire team, it only needs-- among all of the main players-- this is a multi prime contract, five prime contractors-- it only needs one guy to violate the trust and to be not trustworthy, and then everybody needs to start protecting themselves against the vulnerabilities. You should have had an owner here. What's your take on owner position? You said you're an owner, right?

GEOFF CAMP: Definitely, I think, generally the owners I've interacted with-- you're right, I don't have the answer to solve that problem. I think owners generally, they don't play up the idea of accentuating or amplifying. The differing nature of our roles on the project, like I think most owners want to encourage a-- that I've worked with, encourage that kind of trust relationship, and again, building that up.

But that is a tough question. Because you're right, one instance like that, everybody immediately-- that scenario can affect the whole rest of the project. Because everybody's going to go back into their corner. All that goodwill that's been built up is diminished very quickly.

ROBERT YORI: I think, maybe, and this is just off the top of my head here, so I don't know how valid it is, but I feel like from an owner's perspective, probably what's most valuable to them is that they trust that the architect and the contractor can get along to deliver what they need. It's important for the owner to trust the architect. It's important for the owner to trust the contractor. But I think, ultimately, the owner wants the project that they are paying for.

And I'm sure that they would like it without a lot of bickering among the parties that they hired to do that. So I think that there's a trust in the combination, let's say, of the design team and the construction team, contractual relationship or not. There's a level of trust, I think, that would be very, very valuable for the owner in that respect. And then, I suppose it's up to us to figure out how to do that.

GEOFF CAMP: Right.

AUDIENCE: Another chair that you probably want to have up there I think is the insurance companies.

[LAUGHTER]

AUDIENCE: So--

ROBERT YORI: Sorry, the stage is too crowded.

GEOFF CAMP: Not enough space.

DAVID JOSLIN: We need another platform.

AUDIENCE: They're actually, I think, a really big player in all of this. Because they're behind the scenes. And they're suggesting language that needs to be in contracts. They're setting the stage for-- like, if there's a problem, if somebody gets hurt, or there's a lawsuit, they will try to recover their costs. So they will go ahead and sue somebody even if the party they're insuring doesn't want to sue. Because they're trying to recover costs, recoup costs. So they will pass that down and sue everyone.

So that's-- a lot of the problem in our industry is that, is how we're set up as smaller companies that then have their own risk profiles. We all have insurance and we all are trying to protect ourselves. And all of that is not aligned. Like, they're all against each other trying to protect against all of that.

So I think that's where like IPD and Design Build tries to start to resolve that a little bit, in having a single entity with aligned goals and risks, and all that. So I just wanted to mention that.

ROBERT YORI: Phil Bernstein from Yale has some really cogent thoughts on that. I've heard him talk more than once about eras of collaboration, throughout the last 50 or 60 years. And I remember him bringing up the insurance companies at a particular point in time and what was driving a lot of the contractual relationships through different phases of trust and collaboration in the last 50, 60 years.

But I think you're right, for some period of time they were a significant driver and remain a significant driver. But the artifacts of that period are very much encoded into the standard agreements that we have.

AUDIENCE: This is a technology conference, so I'll bring some tech into it. A new chair for a robot.

ROBERT YORI: All right, yeah.

AUDIENCE: So, obviously, I think this discussion stems from the adversarial nature of AEC. And it stems from the fact that our instruments of service are drawn, they're 2D, they're incomplete. There's a lot of interpretation required. So that involves-- you're either going to be adversarial about it or trust each other that you're going to fill in the blanks.

But I know there's been other contracts, but a big deal happened on July 20th, and is that EIA released their digital document series. So now architects can deliver data as part of their deliverable package. So this data-- there's no such thing as a perfect model yet, but this data can certainly be much more targeted, like here's the roof slopes, here's the slab dimensions, here's this rain screen.

So you can deliver much more explicit data. We can show you the tile turning the corner. Before that, the E203 said, enjoy your data, but you can't trust it. And it basically said that, you can't trust it. But now we have a new E201 with the tier 3, that says, here's the data, trust it, we can be liable for it now. So that opens up a whole ton of opportunities.

It's one more explicit instruction, but you're also delivering human readable, as well as machine readable data. So now we're delivering data for the robots. How do we get the robots to trust the data? Can the robots trust the data? Is the data-- does it change the trust equation with what we're delivering as we move into a data context?

ROBERT YORI: I was going to say it's a really good question. I typically say that when I don't know what the answer is. But no, I'll put it a different way. That's a really thought provoking question. Because what it does is that it sort of takes that will figure it out abstraction, let's say, among humans and codifies it. So it's very clear whether something's working or not, whether-- but then we go back to trust.

Like, what sort of trust that? Is that a trust in the data format? Is that a trust in the data itself? Is that a trust in the translation from platform A to platform B? Is that a trust in whatever physical specifics or limitations the tool, the robot, has about how to realize that thing?

There are-- in some ways, it raises more questions than it solves. Because there are a number of other potential chokepoints or potential points of failure in that chain that are explicit, rather than this fog of we'll figure it out together, which I don't love, but that's what the industry is more used to. But now, you have seven things on your checklist-- or whatever the number is, you have a whole bunch more things to check on your checklist if something's not working out right.

Which is not to say that that's bad. In some ways, it's great. Because it's a little bit more explicit. You can go through them line by line and just begin to check. But it does open up the potential for more work in data validation than in the actual design process or the construction process.

GEOFF CAMP: Ensuring the fidelity, right? The automation tool doesn't need to trust it, but the input going into it, you have to know that it has fidelity. I like your point about-- and I think there's been some tools in the past. I haven't seen the new EIA documents, but think there's been some ways to enable and be specific about-- to your point of instead of just saying, here it is, don't trust any of it, and I wipe my hands.

Like, to at least have a conversation or to document what is trustable, what is trustable for what use of that information. I think that helps. And we've had some tools, I think, to do that.

ROBERT YORI: That raises the bar tremendously, like it really elevates it. Because I've brought this up a few times before. Like, if you have five key points that you want to make-- let's say, if I was doing a presentation here, and I had five key points that I wanted to make, and I was putting a slide deck together, how would I present those five points?

I would present them, maybe, not unlike the screen that we have here, like five clear, key, distinct points. I wouldn't bury them in a 300-slide slide deck. And I think the new documents give us the opportunity to contextualize this mountain of information-- well, not even information-- this mountain of data that we would be handing over in a model. And be like, here, everything's in the model. You figure it out from here.

And to say, no, look, here are the key points. Let me take your hand. Let me walk you through here. Pay attention to this. This, don't worry about. Pay attention to that. That, don't worry about. It's a really curated-- a more curated experience to the model that promotes human understanding of it.

AUDIENCE: I think the operational phrase is right of reliance.

ROBERT YORI: Yeah, right of reliance.

ANDREW MAYO-SMITH: From a software provider perspective, as I think about the question you raised, it's almost like what would it take for the industry to trust the technology? Because it feels like what you described to me, the solution would be something around machine learning. And what I find is that any time machine learning doesn't deliver on what it's trying to do, it's always said, oh, well, it's an iterative thing. It just needs more scenarios to get the answer right.

So it's how many scenarios is that technology-- machine learning technology going to have to go through before you would just blindly trust that it's accurate? Versus, it's good, it's an improvement, but it's a trust, but verify thing, like we talked about before, where it might-- the technology might flag something, but do you trust that it's right?

DAVID JOSLIN: Yeah, it gets back to-- like your question about, does the robot trust it? And going back to robots and computers, are very good at doing exactly what we tell them. And typically, the issue is we've screwed up in what we've told them or we didn't tell them how to do it right. So back to this idea of the machine learning and trusting and verifying.

I like the idea, Bob, you brought up, of being much more intentional about those pieces of data that we're giving, that hand-holding of here's the massive pile of stuff, here's the key things we need to make sure everyone hits, and understanding that starts to create a chain of the things that you know you can rely on the most. It helps you start to weed out where the questions may need to come from down the line. We got, I think, a couple of questions in the back.

AUDIENCE: [INAUDIBLE].

DAVID JOSLIN: Yeah. It's hard to see the back from the lights.

AUDIENCE: That was a really great question, so can we do that session next year, like a full hour. Because that was really great.

DAVID JOSLIN: We're going to take notes from the recording here.

AUDIENCE: Yes. So it is interesting you talked about trust with data and trust with people. So my comment, question is more on the people side, even though I love the data side. That's a good discussion. So I work for Ryan Companies and we have implemented an exercise with our teams that is specific around trust. But one of the core pieces of that is to have somebody who models trust, have a leader who models it.

Because there was a comment made up here about-- OK, we set expectations and then we just cross our fingers that everybody shows up and trusts to the expectations we set. But I think everybody brings their own flavor and trusts a little bit differently. They have their own experiences.

So have you guys talked about this at all, of maybe having a leader, maybe it's in each discipline, each stakeholder group, or even within your own micro teams, of having somebody who models that trust? And when things kind of start to get out of alignment, they can reset the team back to, all right, here's what we all agreed.

So at Ryan Companies, we do this with our team, where we put together a code of conduct. So we come together and it's almost like we just all lay it out on the table and say, what do we agree here? What's reasonable? What happens when we have challenges or we do have a break in trust? How will we address it? And we lay it out and that's been really great for us. So I'd be curious to hear any thoughts that you have on that.

DAVID JOSLIN: I'd say that's a really good idea.

ROBERT YORI: A trust champion, essentially.

DAVID JOSLIN: Yeah.

GEOFF CAMP: Yeah, you have to-- the challenge, I think, it's everyone's collectively responsible. Everybody can collectively-- or they can-- they're collectively responsible, but they can individually influence where the trust level is going.

One of the things, just going through this process of discussion, learning that there are some key elements to trust that you should be thinking about. I think, even if you're doing that, that's a step more than most of us. Because we just kind of think about it as how do we interact with people, how do we do it naturally. But the fact that you're focusing on it or saying there's someone who's the-- we're going to hold up as the representation, the manifestation of our values with trust, that's really powerful.

I think that's-- if we're even just thinking about it consciously more and approaching it like any other kind of task or metric, which I don't think we think about trust that way. It's just kind of like, well, it happens or it doesn't. That's a step forward.

ROBERT YORI: I'm trying to think about it and figure out where that fits in the model of a current project arrangement. And I can think of two roles that are close in my mind. And actually, I have lots of questions for you. Maybe I could talk to you after the session.

But I'm thinking that this could be a role that is adjacent or possibly a responsibility of an owner's rep, not that the burden should fall on the owner, but in that position, where they sit in relationship to, let's say, the design and construction parties.

But then also, if I'm thinking about modeling trust, I guess the flip side of that is modeling risk, which just makes me think of an actuary-- not just, which makes me think of an actuary. So some interesting combination there that-- clearly, I don't have an answer, but now I'm beginning to think about it in those ways. Is that what you have in mind? I don't know, what do you guys think?

ANDREW MAYO-SMITH: I think we're getting somewhere.

GEOFF CAMP: That's probably the right-- coming from the right perspective and the right skill set and view to the project.

ROBERT YORI: Yeah.

GEOFF CAMP: I think that makes sense. Like I said, I don't think we-- we don't typically view trust as something to be defined and talked about. It doesn't--

ROBERT YORI: Calculable, yeah?

GEOFF CAMP: Calculable, yeah, that doesn't happen.

ANDREW MAYO-SMITH: What it makes me think of is, to me, that falls in like a cultural bucket, like trying to establish a culture within a company. And the expression, culture eats strategy for lunch, or breakfast, or whatever. So yeah, I think it would be effective. I think it falls into that trying to define a culture, is how I think of it.

GEOFF CAMP: And the opposite is true too, like if you've got someone who influential on the project or interacts with a lot of the players, and they're the opposite of everything we've been talking about, that's the opposite of what you're talking about, where it breeds that kind of distrust. And like I said, it blossoms. It just grows exponentially in the negative. So it's a great idea.

DAVID JOSLIN: I think there were a couple more questions.

ROBERT YORI: I see one back here. And yeah, we've got a few.

AUDIENCE: So I'll make this fairly quick, because it's just going to piggyback off of hers. Specifically, at my two software guys, modification of the scrum master role, but across the project. The person that's embodying and bringing that through, and innovation, and everyone is driving towards the common goal. And the goal is to complete the project. But that person that resolves conflict and understands how to remove barriers and the [INAUDIBLE] alliance, but also brings the entire team together in the beginning, and says, this is what we are working towards.

So for my software guys in the room, that actually I found that very relatable in terms of that concept, in applying it to an industry that maybe we get away from a traditional PNP project manager. And we think more in terms of those terms, although our deliverable increments is different. But there's still concepts there of what you go through in Agile that actually could be applied to that field.

ROBERT YORI: Yeah, well, it's interesting that you bring that up, because now I'm thinking of parallels back to 10 or 15 years ago when, let's say, architects like Frank Gehry had started with Dassault and started delivering digital deliverables in CATIA. And oftentimes, it knows-- I suppose you could kind of call them IPD projects. But in those sorts of projects, I remember that there were separate legal entities set up to own the model, so that the model wasn't owned by the architecture team, or the contractor, or anybody.

The idea is it was a completely separate entity that was responsible for having everybody get along, both in terms of relationships and in terms of those artifacts of them all getting along in the model. So you're right, that's another way to think about it. I hadn't really thought about that model manager role as that. But they're the keeper of the trust. Because they're the keeper of the artifact that embodies it in the model.

DAVID JOSLIN: I think we've got-- we'll go for the middle over here, yeah.

AUDIENCE: So I think, as I'm hearing you talk through this, I keep having this question, is maximal trust the goal? As in, pure, unadulterated trust? And mainly, I'm asking because, as with most things, there's diminishing return. And there's some value to constructive dynamic conflict.

So as you think about it, is the goal we're all in one big family, pure trust? Or is there some value to the effort of working it out? Working the trust out as a team?

ANDREW MAYO-SMITH: It's a great question. On the technology side, with cloud software being what it is, and what Autodesk is focused on and so many other companies focusing on cloud, I think the solutions are most valuable in high trust environments. I like your point about diminishing returns and trying to reach this euphoria of ultimate trust. It sounds-- I agree, there have certainly been times where a little bit of that conflict has been helpful. Collectively, you come out the other side and say, yeah, that was probably a good thing.

So I would shoot-- personally, I would shoot for high trust environment. And I think it makes the cloud-based solutions most effective. But these guys may have other perspectives.

GEOFF CAMP: I would agree with that. I don't-- I don't think we're going to get to a point where you would never question or have some kind of a dialogue about a solution, that you'd just say, he says this needs to happen, so we're doing it, because we trust Bob. Like, I don't think that's realistic.

ROBERT YORI: Don't trust me.

GEOFF CAMP: I don't think that's realistic, but, yes, if you-- I think the goal is to get a high trust environment towards those inevitable conflicts. Again, you've set the framework for those to be solved constructively, efficiently, without devolving into a larger impact to the project or the relationship. So yeah, maximum trust, I don't think means just taking what everyone says and doing it. So I think you're right, it's probably a little below that.

DAVID JOSLIN: I think it's important to differentiate between the ideal and then what's realistically attainable. It would be great if we could all get to that realm where we're in this-- as Andrew put it, the euphoria of trust. But understanding that-- the concept of shooting for the moon and at least making it to orbit, you've still made it to orbit. That's pretty cool.

And working towards that and understanding that, it is something that has to be worked out together. No building project nowadays is something that really any one person can handle. We've advanced from that, with all just the different complexities of projects nowadays. And it really does take the team and understanding everyone's strengths, and weaknesses, and how to work those together.

Kind of bouncing back to some comments from much earlier about the trust being born out of what happens with the vulnerabilities, as well as people taking responsibility for things that they need to do or that they've messed up, I think both of those are things that can help to build trust. And it's in that working together as a team, and communicating those things amongst each other.

ANDREW MAYO-SMITH: I would also challenge the notion that ultimate trust means decreased communication. In a lot of respects, I feel like a highly trusting environment probably has pretty healthy levels of communication.

ROBERT YORI: That's a really good point. Thinking about-- I have a distinction between trust and agreement. And so they are very closely related, but I think, to your point, there's a healthy friction that has to exist. Every entity, hopefully, comes to a project with their unique perspective. They have a unique role.

The builder is responsible for realizing the project, hopefully on time, hopefully on budget. The architect has another set of responsibilities. And then the sub-consultants, the engineers, have a related, but different set of responsibilities. And these things don't align.

The owner has also another thing. They want-- they want a program that's three times the size of the site. And they want to be able to fit it into the site. And they want to be able to do it for less money than it's possible. And they wanted to do it in less time than it's possible. So these are all things.

So we don't come to the table all agreeing on that, and nor should we. I think that that's-- if we all agreed, there wouldn't be the need for that many distinct roles. And it's everybody's individual expertise that's brought to the table. Now, I might get a little meta here, but I think trust comes in that relationship in that you trust that the team can come to an agreeable resolution of all those things, like a reconciliation of, oftentimes, these conflicting priorities, to arrive at a solution that really isn't perfect for any one distinction, but it is that effective compromise.

DAVID JOSLIN: Let's go ahead with-- yeah.

MAN: Your call, Dave.

DAVID JOSLIN: We'll start right there, and then work our way around the circle of the hands that raised.

AUDIENCE: Yeah, I have a question. So we know that in certain cultures or in certain identities, trust is different. If you look, for example, in the Western culture, it's more task based. In more Eastern cultures, might be more relationship based.

So my question is more around the people that you're working with. How do you challenge those unconceived biases, or ways of working, or cultures when you're working with individuals in order to meet the needs of a project? Does that make sense?

GEOFF CAMP: It's an interesting question.

ROBERT YORI: Yeah, that's a good one.

GEOFF CAMP: Like how do you address those different perspectives that everyone engaged is bringing to the table, on what trust means to them or how they can function?

AUDIENCE: Yeah, if you have a lot of difference in the room, how do you make sure that you're able to meet the needs of the project, but also challenging preconceived notions of whether or not someone might be able to do the work or is ready to do the work, that they just exist, that we know in society, [INAUDIBLE].

GEOFF CAMP: Yeah, I think, in some of the-- I think we have links to some of the resource articles and things, and looking at those. The ideas of like there's a competency component. Like, if you're not credible or you can't deliver, or you consistently don't deliver, or can't-- you don't have the technical expertise in the role you've been assigned to, that hurts trust.

I think from what I was reading in there, I think some of the softer ones, like benevolence, like an attitude of we're in this together, we all want the same outcomes. I want good for you as much as I want good for me. Like, those are more powerful to building trust. So I think focusing on some of those things and less of-- obviously, you have to have competency. If you have the other two, but the person can't ever deliver anything, there is no trust with them, regardless of your personal relationship, or whether you like them, or whatever. But you can't-- you can't operate that way.

But I think focusing on the integrity, like always being honest, even if that's difficult discussions. One of my things I always liked to talk about was tough love. Like, being honest builds trust, even if it's not what the other party wants to hear. And then just demonstrating that I want a good outcome for you as well, not just for me. Those two, I think, that's how you can start to bridge that. I don't know if that answers your question.

ROBERT YORI: Emotional intelligence comes to mind here. And when I think about emotional intelligence, oftentimes I'll think about it around particular individuals and the cultures that they bring to the table. But I think the same could be thought of in a larger, more entity oriented way. So to understand what trust means, perhaps, in a culture that's not my own native culture and how to navigate in that space.

There's an interesting book that I picked up a couple of months ago. It's written by Harvard Business Review. They write this whole series of guides. And there's one on dealing with conflict. And that's the antithesis of trust, but I think I found myself looking through it in preparation for this because it's kind of the flip side. And emotional intelligence comes into it.

And one of the things that they talk about is how to handle conflict amongst folks with different cultures. And understanding if there's a culture that needs to save face, how you might be able to address that in a particular way, which might be different from, let's say, a more traditional Western culture, which is a little bit more comfortable with people coming together and just hashing it out.

So, yeah, emotional intelligence comes to mind. I haven't really thought about it on an organizational level. But if I had a place to start, that's where I would start.

DAVID JOSLIN: Cool. All right, well, I think we're up on our time limit here. But great questions. We'll stick around. We can answer some more afterwards. But I just want to wrap it up. We hit a bunch of good points. We got some good questions. And I want to circle it back to why.

And it's we're here, all the stuff we do is to realize these projects, and see success that way. And that working together is how we're able to do that with-- able to do that and make it happen most smoothly and so that we all are able to kind of enjoy it at the end of the day, right?

But I want to thank you all for your questions, and attending, and thank our panelists today. And have a good rest of the day.

ROBERT YORI: Well, and thanks to you, David.

[APPLAUSE]

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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.