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How to Easily Data Mine Revit, Autodesk BIM Collaborate Pro, and Autodesk Construction Cloud for Your Benefits

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Description

As we work through projects, there’s a constant generation of information. Unfortunately, we almost never get to see it, much less capture and analyze it, thereby missing many opportunities to inform future projects or help with current ones. Buro Happold is a global engineering firm that's decided to tackle this problem at an enterprise level by finding ways to automatically collect, share, and analyze this constant stream of project information. We've taken a multifaceted approach to mining project data for insights by using a mixture of internally developed tools, Revit software, Autodesk BIM Collaborate Pro, Autodesk Construction Cloud, and external tools like Microsoft Power BI and Kinship. This class will cover the methods and strategies that we’re using to mine all the data generated daily by each project. We'll look at how the firm is using the internal BIM Radar tool with mixture of external tools. We'll also discuss how to integrate new tools into project teams, and how to approach enterprise-level adoption and analysis.

Key Learnings

  • Learn how to troubleshoot projects in minutes.
  • Get insights into your team’s Revit activities and project progression.
  • Learn about developing a plan to bring innovation into your team, foster excellence, and convince management.
  • Discover what tools are available to help harness the data generated by your teams and projects.

Speakers

  • Avatar for Michael Bartyzel
    Michael Bartyzel
    Michael Bartyzel is Global BIM Lead and Director at Buro Happold based in London. Michael is also part of CIBSE BIM/Digital Engineering Steering Group in UK for the last 11 years, Vice Chair of CIBSE Society of Digital Engineering and contributor to AEC (UK) BIM Standards. After joining BuroHappold in 2008, Michael has helped with organizing and presenting at LRUG (London Revit User Group) and is now in charge of selecting all the presentations. His level of experience has been fundamental to the development of BIM/Digital Engineering throughout BuroHappold to the point where BIM is now only method of working. In early 2017, Michael has been asked to lead Buro Happold’s focus group in charge of efficient production, concentrating on efficiency workflows and internal/external tools creation and implementation. Michael has presented at conferences and has taken part in several round table discussion on future of BIM.
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Transcript

MIKE BARTYZEL: Hello, everyone. Welcome to our presentation, How to Data Mine Revit, ABC and ACC for Your Benefits. My name is Mike Bartyzel. I'm a global BIM leader at Buro Happold.

I also lead the network of regional BIM leaders at Buro Happold. And a few other things that I do as well is being CIBSE Digital Engineering Student Group member, also a vice chair of Society of Digital Engineering, and helping out a little bit with London Revit User Group, and a few other things like making the BIM strategy and implementation at my company. I am also a key relationship manager for Autodesk at Buro Happold. And Jose.

JOSE FANDOS: Hi there. My name is Jose Fandos. I'm the founder and head of product at Kinship. I'm also part of the CIBSE BIM Steering Committee. I was one of the initial people in the product data templates from CIBSE. And you can also find me often speaking and attending the London Revit User Group.

MIKE BARTYZEL: That's true. Jose has been tremendous help. And we rely on him all the time. So let me tell you a little bit about Buro Happold, who we are. We are a quite large engineering company.

We have a little bit over 2,500 people and 31 office locations, quite a few of them in the USA. And we're covering all major engineering disciplines. And we try to collaborate in one space.

So some of our projects-- some of them, you've probably heard of. Museum of the Future or the Jewel at the Shanghai Airport, or Academy Museum of Motion Picture. You can find more details, obviously, online for those.

And a few more projects that we work with or worked in the past-- our kaleidoscope of the few that we've done in the past. We also are quite famous for the awards that we're getting of the BIM and Digital Awards. So you can see some of them.

The Building Performance Consultancy of the Year-- five times in a row. That doesn't happen often. So that was great to see. But why we're here-- it's not just about us. It's about our clients and the planet, and what we can do to help, and at the same time reduce some risks and get us or our companies a higher profit share.

So 31 offices, as I've mentioned, over 450 active projects, and over 2,000 models in a cloud that we currently have. And we do 10.5 million synchronizations in Revit every year-- at least that. So over to you, Jose.

JOSE FANDOS: Hi, everyone. I'm going to quickly introduce Kinship and where it is for you. So if you can go to the next slide, Kinship. Kinship is a solution for teams working in Revit.

It breaks down in three main areas, which is the content management, project tracking, and analytics. In terms of content management, it allows teams to manage library of content. And that includes component family, system families, views, sheets, groups, and so on and so forth.

You can have those in the library itself. But also, we have specialized ways of grouping them, like collections or lists. So you can set particular pieces or items for teams that are working on specialized projects or on different markets.

With project tracking, the emphasis here is about being able to find any content with ease, be that in the library or in other projects. But on top of that, it does keep track of any content that's being used on live projects. It does highlight any possible issues from file size to corrupt families, to being able to tell who and when they've been working on a project.

And with analytics, we put all the information that we gather from the project tracking and giving some insight as to things that can be used or improved in different projects. Now in the next slide, what makes Kinship special? Well first and foremost is ease of use.

One of the things that we wanted to make sure when we started developing Kinship is to simplify what is already a complex environment within Revit. And we put our heart on making that the most important part of Kinship. There are other tools out there that offer a similar solution. But we find that if anything, Kinship makes the exchange and the work easy to use.

Then, instant-- definitely one of the most important things for us is to be able to offer a solution that allows people to find the right content instantly if that can be. And that's one of the areas that we have made sure Kinship focuses on. It is intelligent in the sense that it knows-- because it's running in Revit, it knows the projects that you've been working on, the project that you're working on at the moment, content that you've used in the past, and so on and so forth, and uses all that information to offer you the content that's more likely to help you when you do a search. So it takes that into account.

Finally, integrated-- there are a number of solutions out there that offer parts of what Kinship does offer. And some of them might offer those solutions under additional licenses or under different environments. We think that one of the advantages of Kinship is the integration of all these under simple licensing terms and all together with the same type of interface and ease of use that makes the whole project nice and easy to-- the whole process nice and easy to use.

Now, some of our customers include Buro Happold, which is why I'm here at their behest. And you can see here some of our other customers. With that, Mike, I'll get it back to you.

MIKE BARTYZEL: Thank you very much, Jose. So you can see how spread-out Kinship is. It's getting really popular now. And moving on, obviously, what you guys are here for, which is talking about ABC and ACC, and how we can actually use those products to our benefits, and how we can mine data from them.

So I thought it'd be quite good to have a look at naming, because that sometimes can be quite confusing, and the evolution of the ACC or Autodesk Construction Cloud in time. So you can see that the launch of the products was around 2012. And last year, it migrated to the one name, or to the Construction Cloud ACC offering. And that's what it is going forward. That was the unification under one banner.

Then obviously, all these products are still continuing to have access to the old names or old products even though they are unified together under one roof. And hopefully, going forward as well. So there was one change in 2021, where you probably all used to name BIM 360. Forget BIM 360.

It is no longer. What we have now is ABC, which is Autodesk BIM Collaborate. And we have another product, which is Autodesk Docs. So they look at similar things. We'll have a look at that in a second.

So there you go. So you can see, this is the Autodesk BIM Collaborate Pro, and Collaborate as well. Obviously, Collaborate Pro includes cloud working with Revit, and Civil 3D and Plant 3D, where the rest diverged a little bit. But the important bit is that Autodesk Docs is still being offered across all of those different products.

And again, maybe to showcase what you use each for-- so BIM Collaborate ABC is over here. And these are the workflows that we would normally use. But have a look-- the unified data across all the platforms. So that's the beauty of it.

And similar with dashboarding, that's what we will be talking about-- how we're using it, the data connector, the reports and dashboards that we get out of it to get the insights that we need. But you still might be a bit confused about all this naming and what does what, and so on. And that's why I always say, you need new innovations to move that big, big ship, which is the built environment that we currently have.

So let's do it. And let's do it in the right way, because that's the best way, right? Rather than simple but wrong, we always try to maybe sometimes go a complex way. But it is the right way.

And you get the right results. So don't be hasty with things. Sometimes, it takes a bit longer to get the result that you want.

So the one constant across all these products, like I've mentioned, is data. And data is everywhere. And we have full access.

Everybody has full access to it, not just Buro Happold, not just Jose at Kinship. We have access to that data all the time. And yes, you might use one of the functionalities of the ABC, which is the comparison of drawings or models. And it's more visually rather than through data.

I always prefer using data, because that gives you the proper insights that you can act on. Visual-- yes, it's also good. And it's very quick and could be used, and should be used, by any means. But let's look at some of the tools that we have developed ourselves or that we've purchased and that helped us get on with our journey.

So I will talk about the BIM Radar, Power BI, CQFlexMon, software that we bought about a year ago, Kinship, obviously. Jose will talk about it a little bit more. He's already told you a little bit. So there will be a bit more. And some of the internal scripting tools that we are also using.

But before we get there, I think that's important for you to understand what we call the Buro Happold BIM stages. And so stage 0 is for the projects that we're not using them whatsoever on those projects. There are still quite a few. This could be where we're just creating reports, that we're doing other things that we don't need to use the BIM methodology.

Stage 1 would be those projects that we would use it internally ourselves, and where we would demodel. We'll use data on it as well, but not necessarily share that with anybody externally. But stage 2 is the opposite.

This is where everybody else comes in. The data is deliverable already. And we're using everything. Everything's model-based.

And obviously, CDE collaboration is happening between different teams. And finally, stage 3 are the projects where the data is contractually-- we're obliged to deliver data contractually. It's network-based integration. So these would be very much the ABC projects, where we need to deliver data on them.

And you can see a little bit more breakdown here on the right, where we actually go into details, what we need to do to achieve each BIM stage at Buro Happold. I've told you all about this, because the BIM Radar is actually using those terms. So I wanted to make sure that you understand what each term means.

And so this is our unique tool that we've created. It's using data from four different sources. So it's from Deltek, which is our internal financial project data that we gather over-- that we've gathered over the years. Kinship, obviously, which is Revit integration and the data all behind our models. The BIM trackers that we also look at all the projects for different offices and what they do what people do in them.

And Autodesk Construction Cloud-- so ABC and ACC, and Autodesk Docs, and so on and so on. So all different modules that come with it. And we mine that data. And we just present it in those dashboards that are very much like Power BI look like. But you can click on them and review them.

So the beauty of that is that we can allocate the BIM stages to the Project BIM Leads-- so we call them PBOs. And each project BIM lead is responsible for BIM advancement on that project and making sure that all these requirements that you've seen in the previous slide-- in this slide on the right-hand side-- that these are met. And there's obviously more data here.

But we'll will go into different details in a second. So what BIM Radar does-- it's a unique way of presenting very quickly the data about the projects even before the projects get completely going. And sometimes, it's too late to intervene. And so we're measuring five top risk points.

So one of them will be models by banding, right? So we will do the RAG, which is the red and the green. And so you can quickly see all our projects in different banding and how well we're doing. So you would normally concentrate more on the red banding, so not that many projects or not many models in there, fortunately. But we're tracking parameters like model size, family size, because that makes a lot of difference, and how many crashes the projects have, and family naming.

Sometimes it's important if we need to follow the guidelines for project EIR or whatever the client wants, and contractually as well. And the warning score as well-- so how many warnings we have in our models. It encourages consistency and higher quality, because this is refreshed every day.

And you can see the data daily. And like I said, you can see it's grouped in those different bandings. And some other benefits that we have is that it provides the business intelligence. You can interrogate the data.

As you can see, you can see not just in the graphs, but the detailed analysis of that. And it offers historical insights for lessons learned. And this is just reducing risk on our projects.

One or a few more analyses-- it all pays off very quickly if you do it. We had an instance where it took us about two weeks to fix one or two problems on a project. And this tool paid off for itself very quickly, even though it was internally developed. Obviously, it does take time to do it.

But it's worth doing it. And it's very easy to build on in the future. So I encourage you to do a similar thing, I guess.

So moving on to other ideas that we had, which is Autodesk Construction Cloud, Power BI dashboards. So the beauty of that is that you can actually download the data yourself. And you can use different ways of visualizing it. We've chosen Power BI, but there are many other tools that you can use.

And Autodesk is also very good. It's providing you the first templates that you can use. So by all means, go and experiment if you haven't already. So this just shows you some of the ideas that we had, what we looked at.

You will see what software is being used the most, which projects have the biggest number of members, or how many teams are collaborating between themselves in Buro Happold. And yeah, and how many other companies are invited to collaborate with us. Obviously, which of our projects are active, which ones are not anymore, and also which projects are being backed up, or maybe they need a quick backing-up.

This is all included. What's more, what I really like about that is-- it will show you here, as you can see-- how many people can be using Docs for free. So we don't have to pay for those licenses, because that is a bonus of having that hub there.

OK? One more thing on those dashboards is obviously, we haven't started just now. It was some time ago where we prioritized the usage of certain modules within ACC or ABC. And you can see that there were BIM 306 Docs or Autodesk Docs, how they are called nowadays, and how we prioritize those.

And you can see, we also looked at ROI mechanism. We need to pay for the licenses. You have to pay for the licenses.

So that a bit of a insight for you, what we've looked at to justify why we need those many licenses. And this example here the bottom-- that's the usage of RFI-- so our issues management. And you can see how quickly it jumped for some of our offices.

So we can tell who's using it more than the others. And that's the data from today. OK? And a few more uses of dashboarding. But before we go there, I just wanted to tell you a little bit about what we're doing now, obviously in BIM.

Late 20th century and 21st century, CAD before that. Before that, we were working with the boards, on the boards and drawings, and delivering those on paper. And before that, we had art, and still obviously now that hasn't disappeared.

And before that, we had cave paintings. Some still do it even now, I would say. But in 37,000 years, have we changed that much?

I don't think so. And just to let you know that humankind only developed two ways of organizing the information. And that's put a sticker on it or put it in a box.

And I guess we still do exactly the same. So these are some of our reporting and dashboards that we share with our clients and internally as well, obviously. We take advantage of all those tools.

You can probably very quickly spot the functionality of ACC or ABC in here. That's built-in. And you can take full advantage of that, color coding the changes that have happened in the models between the models, and so on.

But many others-- we do data validation. We can do level of information needs. That's all done through the ACC and ABC, and many others, as you can see here.

And that's usually for our external clients when they ask for all the data, or like I've mentioned before, when they're contractually obliged to deliver that data for them. So lots of uses. That's just giving you a few ideas, but I'm sure you can come up with your own.

And you can talk to me afterwards as well if you want to know a little bit more details about that. And that's just one more usage that we have done, how we're using the cloud data for clash detection analysis. Now we're working as well on a tool the trends that usage life.

So we can see if we're actually making more clashes in our models, or hopefully not. But all those classes are coming down on our projects. And we're keeping on top of that.

Yeah, just example. But there can be more of those usages. And Jose, that's over to you again.

JOSE FANDOS: Thanks, Mike. Well here, just mentioning or reinforcing on what you've spoken about, the information that you are making use of to put together in boards, or to put forward to customers, what to use internally. And here is some of the data that Kinship is helping Buro Happold with.

You mentioned things like crashes, the size of families, the size of projects, corrupt elements, warnings. All that information is being picked up by Kinship live through the use of Revit. And that information is not only being made available in of easy-to-use way through Kinship, but it also is made available via SQL views and an API that we are developing.

And it's already in the hands of our customers. And that is how Buro Happold is making use of some of that data and then bringing in together data from other sources into those external tools. And yeah, that's it. Back to you, Mike.

MIKE BARTYZEL: Thank you, Jose. So let's move on to another usage that's also quite important to us. So that's license reporting.

So we went and bought this CQFlexMon software. It's available. You can look it up and find it.

It's not that expensive. But for the data it gives us, it's absolutely amazing. And you know, quite recently Autodesk introduced the Flex licenses. So these are token-based licenses that you buy a certain number of tokens.

And every software that you use within 24 hours-- it will cost you a certain amount of tokens. So that's instead of the normal long-term licenses, or yearly licenses, or three yearly licenses. And sometimes, we have people that come in for a short-term-- in the summer, that are interns and other people that not necessarily need to use the software every day.

And it's not economical to pay for the full license for them and transfer it to another person. Then you need to have a big IT team to transfer those licenses and remember who is left and who has them and so on. So we're using this software to analyze it for us.

And you can see roughly, we have, in Buro Happold, 65% of technical staff would use the Autodesk software at least 4 days a week. And that means that they're actually better off with the normal long-term licenses and that we pay for. But those two other categories are people that may be use the software once or twice a week, or maybe only once a week-- then they are definitely better off using Flex, because it will come much cheaper for them.

What's more, this software is giving us insights of what software we're using more often, or maybe sometimes as well, who keeps the software open for longer. Because that happens. You probably see the big spike there.

That's auto that Autodesk Civil 3D. And we don't have that many Civil 3D users, as you can see in that pie chart. Revit is definitely a much bigger part of that pie in the usage.

And so that gives us insights. It really does, and helps us save money. And that's what it is about it. Like I said from the very beginning, you will see that that data helps you, not just on the projects, but even with the licensing, that you can make savings and use it as efficiently as you can for your own benefit.

So just to really summarize a few things that we do and the benefits that we have from the ACC-- so definitely centralized access. Everybody has got the same location of the data. Everybody can get to it quite easily from anywhere in the world.

It provides a basis of Integrated Project Delivery, IPD. This is where we can work with others on a cloud easily and very efficiently. No more sharing the models over and over. Everybody's got it.

We can even work live on the projects, if necessary. And it's also easier. For me, it's much easier with the security settings.

The access firewalls-- all of that is gone, because it's so easy with the permissions that you have at your disposal as administrator of the hubs and licenses. And data-- the whole presentation was about data, pretty much. And we're still finding new ways to find even more efficient workflows for everyone.

And so I only think it's going to get better. And in our studies, for every use case that we have on ACC on all the licenses that we use and all the people that currently use them, we see the five-fold return on our investment. So it's definitely something that you should maybe look into.

So that's it for me. Thank you very much for being with us. I hope you've enjoyed the presentation. And over to you. Thank you very much.

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We use ClickTale to better understand where you may encounter difficulties with our sites. We use session recording to help us see how you interact with our sites, including any elements on our pages. Your Personally Identifiable Information is masked and is not collected. ClickTale Privacy Policy
OneSignal
We use OneSignal to deploy digital advertising on sites supported by OneSignal. Ads are based on both OneSignal 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 OneSignal has collected from you. We use the data that we provide to OneSignal to better customize your digital advertising experience and present you with more relevant ads. OneSignal Privacy Policy
Optimizely
We use Optimizely to test new features on our sites and customize your experience of these features. To do this, we collect behavioral data while you’re on our sites. This data may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, your Autodesk ID, and others. You may experience a different version of our sites based on feature testing, or view personalized content based on your visitor attributes. Optimizely Privacy Policy
Amplitude
We use Amplitude to test new features on our sites and customize your experience of these features. To do this, we collect behavioral data while you’re on our sites. This data may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, your Autodesk ID, and others. You may experience a different version of our sites based on feature testing, or view personalized content based on your visitor attributes. Amplitude Privacy Policy
Snowplow
We use Snowplow to collect data about your behavior on our sites. This may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, and your Autodesk ID. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our features. We also use advanced analytics methods to optimize your experience with email, customer support, and sales. Snowplow Privacy Policy
UserVoice
We use UserVoice to collect data about your behaviour on our sites. This may include pages you’ve visited. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our platform to provide the most relevant content. This allows us to enhance your overall user experience. UserVoice Privacy Policy
Clearbit
Clearbit allows real-time data enrichment to provide a personalized and relevant experience to our customers. 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.Clearbit Privacy Policy
YouTube
YouTube is a video sharing platform which allows users to view and share embedded videos on our websites. YouTube provides viewership metrics on video performance. YouTube Privacy Policy

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Adobe Analytics
We use Adobe Analytics to collect data about your behavior on our sites. This may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, and your Autodesk ID. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our features. We also use advanced analytics methods to optimize your experience with email, customer support, and sales. Adobe Analytics Privacy Policy
Google Analytics (Web Analytics)
We use Google Analytics (Web Analytics) to collect data about your behavior on our sites. This 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. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our features. We also use advanced analytics methods to optimize your experience with email, customer support, and sales. Google Analytics (Web Analytics) Privacy Policy
AdWords
We use AdWords to deploy digital advertising on sites supported by AdWords. Ads are based on both AdWords 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 AdWords has collected from you. We use the data that we provide to AdWords to better customize your digital advertising experience and present you with more relevant ads. AdWords Privacy Policy
Marketo
We use Marketo to send you more timely and relevant email content. To do this, we collect data about your online behavior and your interaction with the emails we send. Data collected may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, email open rates, links clicked, and others. We may combine this data with data collected from other sources to offer you improved sales or customer service experiences, as well as more relevant content based on advanced analytics processing. Marketo Privacy Policy
Doubleclick
We use Doubleclick to deploy digital advertising on sites supported by Doubleclick. Ads are based on both Doubleclick 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 Doubleclick has collected from you. We use the data that we provide to Doubleclick to better customize your digital advertising experience and present you with more relevant ads. Doubleclick Privacy Policy
HubSpot
We use HubSpot to send you more timely and relevant email content. To do this, we collect data about your online behavior and your interaction with the emails we send. Data collected may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, email open rates, links clicked, and others. HubSpot Privacy Policy
Twitter
We use Twitter to deploy digital advertising on sites supported by Twitter. Ads are based on both Twitter 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 Twitter has collected from you. We use the data that we provide to Twitter to better customize your digital advertising experience and present you with more relevant ads. Twitter Privacy Policy
Facebook
We use Facebook to deploy digital advertising on sites supported by Facebook. Ads are based on both Facebook 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 Facebook has collected from you. We use the data that we provide to Facebook to better customize your digital advertising experience and present you with more relevant ads. Facebook Privacy Policy
LinkedIn
We use LinkedIn to deploy digital advertising on sites supported by LinkedIn. Ads are based on both LinkedIn 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 LinkedIn has collected from you. We use the data that we provide to LinkedIn to better customize your digital advertising experience and present you with more relevant ads. LinkedIn Privacy Policy
Yahoo! Japan
We use Yahoo! Japan to deploy digital advertising on sites supported by Yahoo! Japan. Ads are based on both Yahoo! Japan 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 Yahoo! Japan has collected from you. We use the data that we provide to Yahoo! Japan to better customize your digital advertising experience and present you with more relevant ads. Yahoo! Japan Privacy Policy
Naver
We use Naver to deploy digital advertising on sites supported by Naver. Ads are based on both Naver 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 Naver has collected from you. We use the data that we provide to Naver to better customize your digital advertising experience and present you with more relevant ads. Naver Privacy Policy
Quantcast
We use Quantcast to deploy digital advertising on sites supported by Quantcast. Ads are based on both Quantcast 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 Quantcast has collected from you. We use the data that we provide to Quantcast to better customize your digital advertising experience and present you with more relevant ads. Quantcast Privacy Policy
Call Tracking
We use Call Tracking to provide customized phone numbers for our campaigns. This gives you faster access to our agents and helps us more accurately evaluate our performance. We may collect data about your behavior on our sites based on the phone number provided. Call Tracking Privacy Policy
Wunderkind
We use Wunderkind to deploy digital advertising on sites supported by Wunderkind. Ads are based on both Wunderkind 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 Wunderkind has collected from you. We use the data that we provide to Wunderkind to better customize your digital advertising experience and present you with more relevant ads. Wunderkind Privacy Policy
ADC Media
We use ADC Media to deploy digital advertising on sites supported by ADC Media. Ads are based on both ADC Media 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 ADC Media has collected from you. We use the data that we provide to ADC Media to better customize your digital advertising experience and present you with more relevant ads. ADC Media Privacy Policy
AgrantSEM
We use AgrantSEM to deploy digital advertising on sites supported by AgrantSEM. Ads are based on both AgrantSEM 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 AgrantSEM has collected from you. We use the data that we provide to AgrantSEM to better customize your digital advertising experience and present you with more relevant ads. AgrantSEM Privacy Policy
Bidtellect
We use Bidtellect to deploy digital advertising on sites supported by Bidtellect. Ads are based on both Bidtellect 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 Bidtellect has collected from you. We use the data that we provide to Bidtellect to better customize your digital advertising experience and present you with more relevant ads. Bidtellect Privacy Policy
Bing
We use Bing to deploy digital advertising on sites supported by Bing. Ads are based on both Bing 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 Bing has collected from you. We use the data that we provide to Bing to better customize your digital advertising experience and present you with more relevant ads. Bing Privacy Policy
G2Crowd
We use G2Crowd to deploy digital advertising on sites supported by G2Crowd. Ads are based on both G2Crowd 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 G2Crowd has collected from you. We use the data that we provide to G2Crowd to better customize your digital advertising experience and present you with more relevant ads. G2Crowd Privacy Policy
NMPI Display
We use NMPI Display to deploy digital advertising on sites supported by NMPI Display. Ads are based on both NMPI Display 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 NMPI Display has collected from you. We use the data that we provide to NMPI Display to better customize your digital advertising experience and present you with more relevant ads. NMPI Display Privacy Policy
VK
We use VK to deploy digital advertising on sites supported by VK. Ads are based on both VK 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 VK has collected from you. We use the data that we provide to VK to better customize your digital advertising experience and present you with more relevant ads. VK Privacy Policy
Adobe Target
We use Adobe Target to test new features on our sites and customize your experience of these features. To do this, we collect behavioral data while you’re on our sites. This data may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, your Autodesk ID, and others. You may experience a different version of our sites based on feature testing, or view personalized content based on your visitor attributes. Adobe Target Privacy Policy
Google Analytics (Advertising)
We use Google Analytics (Advertising) to deploy digital advertising on sites supported by Google Analytics (Advertising). Ads are based on both Google Analytics (Advertising) 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 Google Analytics (Advertising) has collected from you. We use the data that we provide to Google Analytics (Advertising) to better customize your digital advertising experience and present you with more relevant ads. Google Analytics (Advertising) Privacy Policy
Trendkite
We use Trendkite to deploy digital advertising on sites supported by Trendkite. Ads are based on both Trendkite 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 Trendkite has collected from you. We use the data that we provide to Trendkite to better customize your digital advertising experience and present you with more relevant ads. Trendkite Privacy Policy
Hotjar
We use Hotjar to deploy digital advertising on sites supported by Hotjar. Ads are based on both Hotjar 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 Hotjar has collected from you. We use the data that we provide to Hotjar to better customize your digital advertising experience and present you with more relevant ads. Hotjar Privacy Policy
6 Sense
We use 6 Sense to deploy digital advertising on sites supported by 6 Sense. Ads are based on both 6 Sense 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 6 Sense has collected from you. We use the data that we provide to 6 Sense to better customize your digital advertising experience and present you with more relevant ads. 6 Sense Privacy Policy
Terminus
We use Terminus to deploy digital advertising on sites supported by Terminus. Ads are based on both Terminus 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 Terminus has collected from you. We use the data that we provide to Terminus to better customize your digital advertising experience and present you with more relevant ads. Terminus Privacy Policy
StackAdapt
We use StackAdapt to deploy digital advertising on sites supported by StackAdapt. Ads are based on both StackAdapt 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 StackAdapt has collected from you. We use the data that we provide to StackAdapt to better customize your digital advertising experience and present you with more relevant ads. StackAdapt Privacy Policy
The Trade Desk
We use The Trade Desk to deploy digital advertising on sites supported by The Trade Desk. Ads are based on both The Trade Desk 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 The Trade Desk has collected from you. We use the data that we provide to The Trade Desk to better customize your digital advertising experience and present you with more relevant ads. The Trade Desk Privacy Policy
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

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