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How to Control Quality and Mitigate Risk with Laser Scanning

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説明

Laser scanning is not just for as-builts anymore. Substantial hardware and software advancements have made scanning a powerful quality assurance and quality control tool that now enables us to produce valuable and actionable information about slabs, decks, and walls. Deployed at the right time, scanning can help to reduce the risk of incorrectly located deck penetrations, verify work put in place, and negate the need for X-rays to locate concrete reinforcement. We also have the capability to provide real-time concrete surface analysis during concrete placement to influence quality, ensure specifications are met, and potentially eliminate rework.

主な学習内容

  • Discover the value of laser scanning for quality control
  • Learn about trends in laser scanning for concrete construction
  • Learn how to capitalize on the integration of scan data with 2D and 3D project information
  • Understand the current state of standards for building documentation

スピーカー

  • Josh DeStefano さんのアバター
    Josh DeStefano
    I aim to inspire excellence in others by providing a compelling vision and demonstrating a relentless drive to improve. As an expert in construction technology I help our teams and partners leverage technology to enhance how we procure, plan and execute construction projects. In my role as Southwest Virtual Design & Construction Director I am responsible for supporting implementation of various construction technologies including building information modeling (BIM), augmented and virtual reality (AR/VR), laser scanning, aerial UAV photography, 360 photography. We integrate technology within proven construction methods to enhance the building process, improve construction quality, and provide predictable results for our partners and clients.
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      Transcript

      JOSH DESTEFANO: So you guys are all early. Do you mind if we start a little bit early? Everybody cool with that?

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Maybe, but they're just not going to know anything about me, and I don't really care about that. Is this the last session for everybody?

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Oh, great. That's no pressure.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: That's why I want to start early. So it's me-- I'm between you and beer. That's-- yeesh-- not a good place to be. So what I wanted to talk today about was quality control and mitigating risk with laser scanning and other reality capture technologies.

      I couldn't fit that whole title into the thing. So there's a few things on other reality capture technologies-- 360 photos, UAV flights, things like that, but this will talk a lot about laser scanning. And I'm open to questions. I'll probably cover some things in future slides, so I'll let you know if something is coming up that might answer your question.

      But I would say go ahead and ask questions. I don't want to spend a ton of time because we've got a lot of content to go through and I want to make sure you guys get at least most of it. And I'd like to tell you guys a little bit about my approach with presenting just because I think I try to do it a little bit differently to give you guys more value.

      Like, some people will come to these things and they want to get, like, a Golden nugget or two from each one of their presentations. So I try to cover a bunch of different use cases with what we're doing with laser scanning and different RC technologies in hopes that you would see something that you could apply to your job and then maybe go explore that thing or that particular workflow. So I cover over a dozen things, or we might cover over a dozen things if we get through them all.

      And then the other thing I want to talk a little bit about is what I've learned about the industry through working with the US Institute of Building Documentation. Good Lord, that's huge. So that's me and the sooner we get that off the screen the better. But I'm the virtual design and construction leader for DPR in the southwest region.

      And essentially, that means that I do a whole bunch of stuff with virtual design and construction innovation. And that includes everything from reality capture with 360 photos, UAVs, laser scanning, BIM, design coordination, all of it. So it's pretty much anything that IT doesn't do that has to do with technology for the most part. And then I also serve as the chair of the technology committee for the US Institute of Building Documentation. Has anyone heard of the US IBD? I know you have. [LAUGHS]

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: No, I'm happy for it. So, yeah, not a lot of you. And I think that's part of the reason that I wanted to work that in today. So let's roll into it. So I've got a few things on 360 photography. I wanted to kind of start with telling you guys how this started at DPR. And it was an-- before the 360 degree cameras came out, we were creating these tours with a 360-- or a DSLR camera, a fisheye lens, and this nomad nodal thing I think is what it was called, and it would sort of would take multiple pictures and pull them all together.

      And so nowadays, everybody's heard of the RICOH THETA, or the Garmin VIRB, or the GoPro Fusion-- LG has one too. So nowadays, it's just one shot and we're using these for job-walks, field investigation. There's some that have remote collaboration available as well.

      And what's nice about them is they record the location automatically with the right software and they have an automatic timestamp. So putting that into practice, one of the apps that we like is StructionSite. And this is a view of what you might see on StructionSite. So we're pulling up a PDF plan, and as we go through, we're taking pictures.

      And there's some other advanced ways to get the photos through video walks and things like that, but this is kind of the keystone of how their software works. What's neat about it is that you can do different things with it, like clash-- or compare an older picture with a newer picture. And diving into use case for us, we had a job that sprung a leak and there was a meeting to figure out, well, what do we do about this leak? Brand new building.

      And so they were talking about investigating this particular leak, and the project engineer on the job said, well, hold on a second-- let's pull up the 360 photos that we had on the job. And in, like, a few minutes, they found the valve, went and fixed it, and the leak was over. So it was really quick.

      And on a personal level, I used this on my own home edition, and it was really nice later on when I needed to hang things, and figure out where studs were, and different things like that. So a couple of good examples there. But a bigger example for us was actually something that we didn't even think would really be a benefit of using 360 photos. But we had a superintendent on a big job-- this is a $530 million office campus in Irvine-- and this particular superintendent was responsible for one building out of four.

      And when we started using StructionSite with the 360 photos on this job, he started using it to capture his photos, and he realized that it was saving him a bunch of time on his schedule update because he could capture everything that was going on on the job site-- all the progress that had been made that day, that week. And he could deal with the distraction of walking the job site. I mean, whose superintendent doesn't get distracted walking a job site, right?

      So they're bombarded with questions, they're bombarded with, hey, what do we do here-- whatever-- constantly. So instead of having to take his notes and field all that stuff, it saved him a lot of time. And knowing that he was capturing everything, he can not worry about-- he didn't have to worry about taking the schedule information down right then.

      He could take the photos, go back to his desk and get the schedule if update done a lot quicker. So he actually said it was a little bit more, but he was like, I'm trying to be conservative-- he said it's almost a day sometimes. So I thought that was really cool and kind of unexpected.

      So a few things on aerial photography-- another Reality Capture technology. Things that we're using it for-- we're verifying site utility locations, documenting site conditions, using it for site logistics and planning I've got an example of that coming up just next. A little bit of safety planning and some progress tracking and timelapse.

      So it's some stuff you've probably heard about before, and I've got a couple other examples of that-- trying to let somebody snap a picture. [LAUGHS] So this is an example of what we might get out of that. This is using a drone like the one that was on the last slide, taking multiple photos, putting it in something like Pix4D to pull that in together into a point cloud, and then pulling the perspective out of it so that it looks like a satellite image from space.

      And then this is a year over time, so you can see the progress. And we've actually got these every week, so we can do kind of a timelapse. It's kind of a neat sequence. But I think what is probably more impactful is stuff like this, where we're out on a job site having an OAC meeting, and we've got a week-old or less image of the entire job site.

      And this is a 74 acre job site, so there's a lot of different stuff going on. We're building-- I think it was 900,000 square feet. So a lot of square footage, a lot of things happening. Sure, we don't get a lot of rain in California where this job was, but at this particular time we did, and so we ended up having to coordinate where these huge water storage tanks would go so that we could pump the water out of footings and different things like that. So it helped us coordinate a bunch of things.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: I'm sorry?

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: No, we were doing this manually. I mean, you could get something similar out of Skycatch, but we were using mostly DJI drones. We have one just like the one that I showed on the screen-- the Inspire 2. That's a new addition to the fleet, though. Most of those that you saw were taken with a Phantom 4.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Well, we started doing drone flights a while ago. So it's interesting because this job, there was a completely different-- like, there was a huge spectrum-- and this was a couple year job at least. I forget the exact duration, but there's pre-con period and all this stuff.

      We actually flew this job with an older-- one of the first drones that we were playing around with and it almost fell out of the sky. We needed to use, like, six batteries to cover this 74, 73.8, or whatever-- 75 acre site. And now we can fly it in one battery. So the technology's changed a lot, but also the regulations changed.

      So when we were first doing this, it was-- they had the exemption and all that kind of stuff. We don't try to get around it. I have a pilot that does this, and checks, and the whole deal. We register all our drones, so we knew all the things were coming and we just we just complied. We had the 333 exemption or whatever when it first came out and all that stuff.

      So it was just a matter of trying to get ahead of it and make sure we had a pilot available for the area. And we're trying to get more. So we just-- it can be a hindrance in certain areas because we have a lot of airports and different things. And we work in Orange County, and then you got John Wayne, you got Long Beach, you got LAX so there's some areas that are problematic.

      So these are just some images of that same site where we were overlaying the aerial photography or the aerial cloud with the model to kind of see how things were comparing with where they were supposed to go. But where the real power comes in here in a lot of cases, especially with using this for the OAC meetings, is that you can see where future utilities might be, and you can start to plan ahead for moving things around, like CONEX boxes and different things like that.

      So just kind of pulling this data together, it's kind of interesting what you can get out of it. So these ones specifically, I think, were Phantom 4, DJI, and Pix4D. And I think you guys have probably heard about the volume calculations that you can get. I think this might have been a shot that was posted on DroneDeploy or something like that. But we're using the software to sometimes get a quantity of a material delivered just so you can verify roughly how much was delivered. So kind of a neat thing.

      But you can do other stuff, like verify how much excavation happened based on the soils. And there's a whole bunch of different things that we can do with it because it's just-- you've got some geometry now to analyze. So this speaks to the risk mitigation side of all this. And this-- again, aerial photography. And what's interesting about this particular scenario is that we avoided a claim with it.

      So what happened was the subcontractor said, hey, I need a change order because it took me longer to dig my trench because there's people in the way, and I need you to pay me extra for the equipment. And so they said, well, OK, we'll check that out-- that happens. But when they looked at it, they realized that the trench got dug in the right amount of time and then the equipment just sat on the job site for like three months.

      So were we going to pay them for just having the equipment sit there? No-- you know the answer to that. So good examples. Who wants to hear more about laser scanning? Who's laser scanning their projects right now? What about UAVs? What about 360 cameras?

      A lot of you are doing that stuff. Sweet. So I don't need this slide because you guys know what laser scanners are. Who's using FAROs-- mostly FAROs? What about Leica? So it's like half and half.

      Trimble? That's about right. Cool. So you guys know about this. Anybody buy the RTC360? [LAUGHS] I got one taker over there. You like it?

      AUDIENCE: Yeah.

      JOSH DESTEFANO: Cool. Just curious. It works. They all work. [LAUGHS]

      Who has the BLK360?

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: The RTC is the new one they have.

      AUDIENCE: [INAUDIBLE]. It's fast.

      JOSH DESTEFANO: Yeah, it's super fast. I'm not going to lie-- it's sexy. So a lot of you guys know-- are you guys using it for as-builting-- like, as-built verification mostly? Everything? Yeah, like from-- so as-built to capturing stuff in the field? Nice.

      So, yeah, we've been calling that exact-builting when we're verifying the as-built conditions. So feel free to give me credit for that. I stole it from somebody else, so. [LAUGHS] So these are probably, like, normal stuff for a lot of you guys then because this was a design model, or it was supposed to be an-- not a design-- a as-built model.

      You can see the blue highlighted steel. And then when we scanned, we figured out that it was actually off by about a half a bay. So we were getting clashes with existing MEP with existing steel, which obviously doesn't make any sense. So we used that scanning to update it.

      There's another quick example of new construction. So the last one was old construction. Similar thing. So they installed it a little bit differently than they had planned, so we were able to update that model. And just knowing that being able to feed that into the coordination process and not have everybody get derailed by this steel being a little bit different.

      So pretty typical stuff. This one is a little bit more recent example. This is a project in Phoenix, I believe. And this was kind of interesting because we had an existing as-built model of it, because it was a recent project. And so another as-built scenario, but we kind of expected more out of this particular model.

      And it looked really good. They didn't find a whole lot that was-- it was out of sync, but really liked the way this cloud in comparison turned out. And there's a lot of detail-- a lot of tiny little things in the model, but it came up pretty good.

      You guys have seen a lot of that. I don't need to show you them all. So this is an interesting case study because this was not really about-- it was about existing conditions, but I think this spoke to more coordinating and informing the design side of things. So, sorry that the image is a little bit grainy, but this is a project at USC in Southern California.

      And this is the new health care center and it's sandwiched in between three buildings. This is a parking structure and these administration and health care buildings. And back behind the new building, there's this-- it's sort of like a hallway.

      We'll call it a hallway, but it's basically a corridor that was sort of constructed on the outside-- it almost looked like an afterthought. But there's a plaza level that it sort of butts up against, so we have to continue this plaza level that's back here through here. This all will make more sense in a second, but this is that tunnel that I was talking about, or this corridor that I'm talking about and this is the plaza level, and our new building is going to go right next to that and tie into that existing plaza level.

      And basically, we're going to run steel right through the plenum of that corridor. So this corridor, not knowing anything about it, was kind of a blind spot for the team. So one of the ideas-- well, let's go spot check it, we need to get elevations, we need to know where the drains are-- we can't hit the roof drains and other things that are in that corridor roof.

      So we want to try and avoid as much as possible, so let's go do some spot checks with the surveyor. And we proposed to scan it, and I was really glad we did because we ended up revisiting the scan a couple of times. And one of the things that it provided for the team-- this is the roof by the way. So we have storm drains-- or roof drains-- and this is the plaza level.

      So one of the things that we were able to do is take that scan-- and we did get some survey done, and we tied it into survey control. So every time we got information on a point-- in this case, we were just inquiring on the points in Navisworks-- we had the actual elevation based on the actual data, and so we knew exactly where the height of the floor was at any given section, which is what these yellow highlights are.

      And then I took these sections about where the roof drains were to show them what the space looked like above that. So we got a lot more out of it, and I think it was able to inform the design and really mitigate a lot of risk, and inform what needed to go in there and where things needed to go. And I think it helped the team out a lot, because otherwise we would have had to revisit surveying, probably a couple of times.

      So a few more examples here. This is a duct bank that before it got slurried, we did a scan and we double-checked. And on this particular project, scanning is sort of part of the inspection process. And I think that this is where a lot of our projects are going to head eventually as owners start to see the power of this stuff. Is they're going to be like, well, I have a laser scanning standard just like they did, what, 10, 12 years ago with BIM.

      They started realizing that they wanted this stuff and they started asking for probably more than they knew. But I think it's going to start with stuff like this, where we're kind of building reality capture into the inspection process. And we caught a big bust in this particular one, so I'm glad we didn't pour the concrete after that.

      So I have a couple of similar examples. I'm going to skip this one because this one's more exciting and the visuals are more interesting. This is a corporate office project in Irvine and we're doing a whole bunch of scanning on this one. And this is the lower level where we're putting in a parking garage. And we've done this a couple of times now, where we put the shoring in and then we'll scan and analyze the surface of the shoring to let us know if any of the shoring was out of tolerance or if it's encroaching in onto the parking spaces just to double check that we can get the right thickness of the interior walls and different things like that.

      And also make sure that we're not encroaching into parking spaces and having to get rid of them because they're not meeting the clearance requirements and things like that. So it's really a quality check. Yes, sir?

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Good question. It's a mix, I would say. So some of it's manual, but there's times when we'll use skir for analyzation. Cloud based analyzation that's more of like a-- color coding the individual dots of how far something is out. We'll also use Verity is another one that will automate it, from ClearEdge, and that's more about taking the whole object and figuring out how off it is. And then in some cases with this analyzation, we're using things like Rithm or RealWorks, stuff like that where it's processing with add-ons.

      AUDIENCE: What about just doing [INAUDIBLE] in Civil?

      JOSH DESTEFANO: I haven't done it for Civil. We've been doing concrete mainly. What's your use case here?

      AUDIENCE: We had a similar situation where the minute you started building, [INAUDIBLE].

      JOSH DESTEFANO: Oh, wow.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Yeah, and I think that's kind of what we're doing. It's just vertical surface analyzation, right? So in this case, we're doing it on shoring, we've done it on concrete walls to make sure they were flat enough with the finish. And we've done it on drywall, which was a good one. We had this-- it was a show wall. They were going to do a laser light show, and we used the same sort of workflow to figure out how high-low the different layers of the drywall with level 5 finish-- super smooth.

      And so at different stages, we scanned and then analyzed it in the same type of way. What's neat about this project too is we're scanning all the rebar and capturing everything that's going to be embedded in the concrete so that we'll have a record of where literally everything is. And then working with the same client for VR with different finishes, and they're just having a lot of fun on that one with using some of this technology.

      So one that hits home for a lot of folks that work for contractors that self-perform is things like embeds. Luckily, this isn't our self-performed team who's supposed to be installing [LAUGHS] these, I found out, which I'm glad because I would hold them to a little bit higher standard, or I would hope we would hold them to a little bit higher standards. But what we did here was we scanned pre-pour and then we compared that to the embed plan and we found some issues.

      We found in this particular case, I think there was seven embeds on one deck that weren't installed. Like, that could be a big deal. So whatever it is-- a few thousand dollars for scanning and having the equipment out there to go do this process. It pulled together-- overlay the information is way worse-- or way worth, rather, the issues that we caught.

      It would cost a lot more money to have to fix those. Anybody using scanning for this purpose? You guys are-- a couple? Have you found the same value from it?

      AUDIENCE: Yeah.

      JOSH DESTEFANO: Yeah. Is anybody doing floor flatness laser scanning? Are you guys using Rithm or something else?

      AUDIENCE: FARO ReCap.

      JOSH DESTEFANO: FARO ReCap. And doing a heat map?

      AUDIENCE: Cyclone.

      AUDIENCE: You can do that in AutoCAD.

      JOSH DESTEFANO: Are any of you doing the ASTM FFFL reports with it too? Couple-- yeah. So that's what this next thing was to talk about, is that moving from the old dipstick method to the laser scanning technology for floor flatness. So if you're not familiar with the dipstick, it was this device-- a little box and it had pads that were a foot away.

      And that's not what he's doing in the picture-- that's like a laser spot check elevation, but the dipstick was much more precise. And they would walk this thing on the deck after it was dry, and they would take all those elevation differences, run it through some calculations, and come up with an ASTM compliant FF and FL report, which is Floor Flatness and Floor Levelness report.

      And there's all this math, and essentially what Rithm did, which is a company that makes an addon for FARO SCENE is they figured out how to do all that within the scan environment. So take that same-- emulate that same process. So do a scan, and as if you were walking it, you're running a line and analyzing the data.

      So a little bit on that process is that if we were to need to scan a newly poured deck for floor flatness, we might do something like this, where we would look at scanning this 13,000 square foot deck. And after it's walkable, we would go through in each bay, and we'd capture the scan, and we'd process it and bring it in. And you would see something like a heat map, and I've got some examples of the deliverables in a second.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Yes, I do. So that was-- getting there. Yeah, so this is kind of how we started. You start with-- what he asked was, do we ever scan when it's wet? So yes is the answer. And this is kind of where we started with. Just getting good at the FFFL reports afterwards, because even if you scan while it's still wet you still have to do the report at the end of the day.

      So what we realized is that now we can get a lot more information out of it. We can get a heat map, we can get a contour map and the FF and FL report, and so we end up with a lot more information. And the heat map doesn't-- like, people don't really know what to do with it. They don't really know what to do with the floor flatness report, because it's just a number.

      And that's what it's designed to do is say, well, my floor my floor is flat to-- is a 45. And the guys over in the field are like, all right, cool-- is it out of tolerance or [LAUGHS] not? And you're like, well, it's supposed to be a 50. Well, then tell me what to do. So this contour shows where the issues would be. The heat map shows that as well.

      We found the most value in combining both of them. So you can kind of see the colorization and the contrast, but then you also have the numerical value of the contour maps. And there's another example of it. And where this gets important is knowing where you might have door swing issues or you might have to spend a bunch of time shimmying things, stuff like that.

      Here's an example of a contour map. I just like this one because it looks really interesting. It looks like a heat map but it's not. And the slope in the middle there was actually intended.

      So this is a theater room, so there's supposed to be some slope to it. But it was just a really cool image to show that the guys put together to see how well that concrete was finished. And how-- like, the straighter that line is, the better that-- or the straighter the transition of colors is, the better it is. What's up?

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Oh, we do it in-house. Oh, the software? I thought you said consultant. This is FARO SCENE with Rithm, I believe.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Yeah.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Sometimes. Not all the time for floor flatness stuff. Usually don't need it between-- it's pretty simple. We just have the-- you've got the columns and everything out there. And a lot of times, for some of the floor flatness stuff, there's only a few scans, so it's not like we have a ton and there's a bunch of different things. So it's not that difficult.

      What we do do is we have a stringent process to go through. When we post-process everything and we're putting everything together, we want that to be-- that registration to be super tight so we have a really high-- a really tight tolerance, I should say, on where we want it to be so that we know that everything's meshing together good. And then there's not getting too much overlap between the different scans.

      Hopefully, this video plays. So someone asked about wet scanning. That was kind of always in the roadmap, if you will, that if we have this technology where we can go get the floor flatness and we don't have to walk on it, can we do it earlier?

      And so if you can do it earlier, then you can give feedback. And what's awesome about that is this is a process that has, like, almost no feedback. The only feedback you get is a guy walking around the edges kind of checking a few things here and there, and that's just not adequate. We're not getting flat floors from that.

      And why is this important to DPR? Well, we build hospitals, we build operating rooms, we build different things where they have they have really sensitive equipment. So these flat floors are kind of a big deal, and we don't want to grind and patch them later. So I don't know if you saw that, but what I like about this video is that the laser scan tech tells him there's a spot-- oh, here it is. He's like, there's a spot over there that's high. And you know what the guy is saying-- he's going, (QUIETLY) bullshit.

      [LAUGHTER]

      And then he walks over there with the laser and he goes, yep-- OK, maybe it's low. But he goes, yeah, come over here. And I just-- like, I love that part, because it's you know he's not trusting the technology yet, but all of a sudden you realize, yeah, we did make a mistake. So who knows what we would have had to do there. It's a little example, but I think it's pretty awesome that we're--

      [LAUGHTER]

      --that we're able to do that.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: A lot of times when we're doing the wet scanning, it's just one scan, so we don't have to register. You just be strategic about where you place it. And we're doing-- when you do a scan for four wet concrete, you've got to do it in sections anyway, because there's like a 20 minute window. Right after they bull float, you've got to scan it and then process it, and go, here's where you're off, and then move to the next thing. So it's an all-day process.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: So let me clarify. Even if we wet scan, we do have to scan afterwards because we still need an FFFL report for the whole slab. So we have to do that anyway. It depends on the size of the base, but we try to stay pretty tight and not go beyond, like, 30 feet.

      So we try to-- when we do the full scan afterwards, we'll take more than we need. It's always better to scan more often than necessarily higher resolution.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: No, I don't think we're going really high resolution with it. I'm trying to think of the numbers, but I'd say it's in the high medium range. I don't think it's anything crazy. I mean, I'm interested to see what we can do with more data, like with an RTC360 that gets a lot more-- or some of the time of flight scanners that get really dense cloud. I'd love to see what that does, but it's been pretty accurate-- pretty consistent.

      The ASCC is looking at-- and the ACI are developing some concrete construction standards with laser scanning right now. They've been kind of working on this for about a year and a half, and we've been invited to some of the meetings to kind of tell them what we've been doing. And they recently did a study where they brought a bunch people together to scan. And they did the dipstick, and then they did this method, and they compared all the data, and they're sort of working through all that right now.

      Probably if you go to World of Concrete or something like that, you'll probably see some info from them on it. But they're trying to figure out, do we need a new standard, is this really as repeatable and consistent as people say it is, that kind of stuff.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Yeah. No, [LAUGHS] we haven't. It's all been FAROs. So we've used a variety of FAROs. We've used [INAUDIBLE], but TX5 is a FARO really. But we've used the FARO X 330, we've used the 130, we've used TX5, we used an S 150. I think we've used the S 350.

      We've played around with a Leica-- we haven't got one yet. But yeah, you have some deflection. But still, like with the wet concrete-- when it's still wet, any data at that point is better than nothing. So that's kind of-- I get that-- that, well, some of it might not be great, but I'd rather have some than absolutely nothing. And this gives us a lot more than nothing.

      And we're playing around with different ways to get it into the hands of the folks that need it the most quicker.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Hold on one sec. Hugh had his hand up.

      AUDIENCE: Does it give you license to check for slopes and things like that?

      JOSH DESTEFANO: Here and there-- not a lot. I think we've played around with some slopes on sidewalks and things like that.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: I think the last one, the one where I showed the contour map, I think one of the things that we did was we looked at-- we had, like, a 2% slope we were trying to hit. So I know we've done a little bit of that, but it's not something we do all the time.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: For concrete?

      AUDIENCE: Yeah.

      JOSH DESTEFANO: Absolutely. Yeah, we switched over to doing the laser scanning floor flatness workflow in 2016 for the Southern California business unit, so not every DPR office. I'm working to expand this into the whole southwest-- Phoenix down to San Diego. But this is how the self-perform group in SoCal does all their floor flatness reports. And we've done a few other things with scanning with concrete as well.

      AUDIENCE: Generally speaking, [INAUDIBLE] on return on investment. I know there's a lot of resistance. So you'd say, hey, guys, have you thought about using this? They'd say, well, we don't need that. What are you getting as a percent return, or are you measuring that?

      JOSH DESTEFANO: I'm probably not measuring it the way that we should, but everybody's been really happy with the progress. I don't know if I have a number as far as return. I mean, it's definitely paid for itself easily.

      AUDIENCE: Better than not.

      JOSH DESTEFANO: Right. And what it does is, unfortunately, it takes some business out of someone else's hand that was providing-- our dipstick partner. But at the same time, it gives us a lot more control. It allows us to explore this other stuff with the wet scanning. And who doesn't want to keep some money that could stay in-house in-house, right? So it's like--

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: I explained that we could do what we were-- we could do the same thing for the same cost, if not less, and also provide more information. And for some people, that was enough. [LAUGHS] And we had a whole host of other things we can use scanning for.

      So I made the case that, hey, we've got x amount of pours planned for the next year. And with that, I can bring in a certain amount of money. We can explore this other stuff, we can-- so there's a whole bunch of tangible benefits, there's a whole bunch of intangible benefits to it. So it was kind of a no-brainer, I think, for us just to experiment.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: I think a lot of them are. I don't think-- I think a lot of folks are dabbling in it, which is awesome. I want to see us, just as an industry, using this stuff more. That's kind of why I'm up here today talking about this stuff. So these are just some slides from testing this stuff.

      This was an example before and after situation where it's one of our very early tests with wet scanning. And it's hard to see what's going on here, quite honestly. And the one on the right is the before. This isn't the updated slide that makes sense, so sorry about that.

      But you can see how different these contours are and how much smoother they are. And we're only talking about a change of about a half an inch. So there was a variation of half an inch that went-- or, I'm sorry, a change about a quarter of an inch, but a lot smoother, a lot better just flatness overall. So very early, early one.

      So this is kind of a different thing. Switching gears a little bit from concrete when it's dry. This is a job that we did some light concrete monitoring on, meaning we went in and scanned while it was reshored. And I include this one because this saved us a big claim that probably would've cost us-- I don't know-- say, $20 million-- $20,000. Sorry, that's a bigger--

      [LAUGHTER]

      [WHISTLES]

      --$20,000 roughly, because they thought that we didn't shore it up correctly. But we were able to show them, no, look, when we had it reshored, it was shored flat. And then when we pulled it out and you started loading the building, things started moving around, and we were able to prove that. So that was a nice little plug for scanning for floor flatness.

      AUDIENCE: You're soliciting to the contractors for these?

      JOSH DESTEFANO: Say that again?

      AUDIENCE: You're sending this to the contractor or--

      JOSH DESTEFANO: So in this case-- so I'm the general contractor. We have a self-perform concrete crew on this project. So we put the concrete in and we coordinated the reshoring and all that kind of stuff. So it was us having the foresight to document what was happening on the site.

      And then they were curious or concerned about the deflection. And they said, hey, did you guys reshore it right? And we said, yes, and they said prove it, and we were able to prove it. So it was pretty simple. But yeah, a lot of it was in-house, and it was just having the foresight to spend a few thousand dollars on an additional scan to capture all of it.

      So we've only got about 10 minutes left, and we do want to get out of here early. So I just wanted to touch on kind of one of the things I mentioned with the US Institute of Building Documentation, and really just tell you about some things that we're working on. So I work on the technology committee and essentially, what we do is we do market research on this kind of technology, and standards, and state of the industry, and all things technology related to building documentation.

      And what the US IBD is trying to do is to educate the industry, create standards, education, awareness, all this kind of stuff around building documentation. So they've got a level of accuracy specification that you can use to compare and sort of-- everybody's familiar with LOD, so kind of think LOD for documenting your building. So how close did the documents come to what the actual as-built condition-- the real world condition is?

      And it gives you a scale. They do some other things as well. I really just wanted to get to some of the meat of this. That these studies are out there-- that the reports are out there. A lot of this stuff is available on the website. The team has been doing these since 2013.

      And this is all to gear us up to talk about CSR number 11-- cornerstone number 11 where we did a really deep dive this year on reality capture hardware. So that's all to say that I participate in trying to poll market research on how much this stuff is actually being used. And part of what I'm trying to tell you guys today is that if you want to get better quality and mitigate risk with reality capture, you've got to use it. So I'm glad that a lot of people are using it.

      And we're seeing through these surveys that a lot more people are scanning. We're also seeing a lot more contractors get involved in these particular surveys. And it's interesting to see-- we look at which hardware manufacturers are preferred. We looked at different factors that drive decision making in terms of which hardware you might buy.

      So what factors are important-- is it accuracy, is it speed, is it weight? And we kind of weighted those questions. And we looked at a bunch of different hardware categories. We looked at some of the stuff we talked about today-- 360 cameras, laser scanning. We looked at mobile scanners, like GeoSLAM and stuff like that.

      We also looked at UAVs and fixed site cameras. It was interesting-- that was one of the lowest ones being used was the fixed site camera. I thought that was kind of the easy one.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: So we didn't go that depth to some of those other things. We had some people comment on, oh, we bought this scanner. It was a Matterport. So I think we kind of put those in the lower spectrum of the stationary laser scanner even though it's not. But it's-- yeah.

      So we didn't really address that there's other devices, but definitely the BOK would fall under that. So these are just some demographic stuff. But really, I just kind of wanted to end it with go check out the report. You can download it on the website.

      It's got some interesting stuff about these different categories and how much they're being used. So stationary scanners, obviously, kind of not a surprise there that it was like 73% of the industry is using those, or 73 of those companies surveyed. I think we got 260 some odd responses back, so it was pretty substantial. But not a lot of adoption with mobile scanners.

      360 cameras were, like, 60% of those that we surveyed, so quite a bit there. And then fixed site cameras was about 30%. So just seeing that-- to my knowledge, this is one of the only surveys that talks about specifically reality capture and how much it's being used. I know there's-- maybe JBKnowledge talks a little bit about that too.

      But if you want to learn more about kind of where things are right now, I would say check this out. Some of the other key findings-- I kind of went through this, but some neat stuff is 70% of people using scanning are reporting a positive ROI. So again, use it. [LAUGHS] It's good stuff.

      So interesting thing here-- if you've been around reality capture and talk to surveyors, it's kind of surprising that they're preferring FAROs. Some of them talk about that not being survey grade, so we found that really interesting. A lot of contractors report using Leicas and Trimbles. Very few people are renting them. They're buying them most of the time.

      Now granted, you go back to the demographics and you'll see that primarily large companies and things like that that play into those factors. some similar stuff with our 360 photos. Very quick adoption over the last couple of years. They've gotten a lot cheaper, a lot faster, a lot smaller.

      A lot of people are owning 20 or more, which isn't surprising-- you can buy one for $100. And a huge report-- 87% seeing a return on investment. Obviously, the investment is quite low, but when you get into enterprise agreements with different software vendors, like HoloBuilder, StructionSite, OpenSpace, where you're using that camera and you're just deploying it over multiple projects, then obviously the cost goes up and you have to drive adoption and all that different stuff.

      So just a few key findings from the CSR. And a shameless plug-- we're looking for people to get involved. Mark? So I would love to see-- if you want to get involved in any of this stuff, whether it's surveys or-- I know it sounds boring, but it's actually kind of fun.

      But we're doing other things. Like, we'll talk about some of these emerging technologies in a video series that we've been talking about working on. And we've got a focus report where we can talk to other companies about doing an industry survey to find out whether-- a good example would be, like FARO wants to build a new piece of hardware. Maybe they survey the building documentation industry to find out how valuable is that new hardware to people. Like, are they solving a problem that multiple people have and that people would pay for, or a similar thing with software developers. Things like that.

      So, yeah. If you want to get involved-- I don't have my contact info, but let me know and I'll give you my email and we can connect on LinkedIn or whatever. So with that, that was pretty much it. Check out the CSR. Got a lot of use cases for reality capture.

      And there's a lot of different use cases for this particular technology. So I would just encourage you to go out and use it and connect with other people that are using it. Get involved with US IBD if you want to really see what's going on and be in the thick of it. And I thank you for your time.

      [APPLAUSE]

      A couple of questions?

      AUDIENCE: Quick question. [INAUDIBLE]?

      JOSH DESTEFANO: Yeah, edgewise. Like, hands down, probably one of the best--

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: I think there's a couple others. I think FARO has one with BuildIT. Is that right, Mark? RealWorks has an engine that does some of that.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: It's a very good point because what--

      AUDIENCE: It's great to have it.

      JOSH DESTEFANO: --because what are you doing--

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Right. So you're trying to clash-- is that the goal?

      AUDIENCE: Pretty much.

      JOSH DESTEFANO: Yeah. And I mean, that's not a bad thing to do, but is it worth all the effort that goes into that? I think if you have a really good scan-- really clean data-- you can do what Mark's talking about. And we have jobs that do that too, where that probably happens more often than not, especially on the TI-- like, the renovation jobs. Where it's like, you've got to scan it-- we don't necessarily have time, budget, to model it.

      But let's do a really good scan and use that for coordination, and just visually go through it. We can clash everything that's new with itself. But you can do the sectioning. And just learning how to use the data I think is probably more valuable than trying to put a bunch of time and effort into getting to clash detection.

      AUDIENCE: So the software part of it works in various use cases.

      JOSH DESTEFANO: Absolutely.

      AUDIENCE: If you're going to [INAUDIBLE].

      JOSH DESTEFANO: You have to piece it together.

      AUDIENCE: [INAUDIBLE]

      AUDIENCE: It is, but it's still used. It's still [INAUDIBLE]. The question I had for you that's going through my head, are you treating your wet concrete scans [INAUDIBLE]?

      JOSH DESTEFANO: Yeah, most of the time. We'll have some-- if we're really concerned about thickness or elevation, we'll have a temporary benchmark to check. And in some cases, we'll do it to check flatness. So we'll make sure we have, like, three targets that are offset from the elevation to double check the elevation and to make sure that we're not having a skewed issue.

      But yeah, most of the time it's-- especially on elevated decks, you're not even getting judged on your flatness, so it's-- or levelness. Sorry, you're not getting judged on levelness, you're getting more judged on the flatness, so a lot of times it's not that big of a deal. It's more about getting the report out.

      And we're not doing wet scanning on everything. We'll pick out some critical areas-- operating room or something like that-- and say, yeah, we should probably do this particular deck this way, because there's more cost. It's inherently more cost.

      I gotta send a guy out there all day with all the equipment. He's gotta be there essentially when the pour starts, and sometimes that's a 12 hour day. So he's out there the entire duration of the pour-- 8 to 10 hours. And then he's gotta stay, wait for it to dry, and then go walk on it and get our scan for the full-blown report. So yeah. I'll go with you first.

      AUDIENCE: One thing I [INAUDIBLE].

      JOSH DESTEFANO: Yeah, Fuser can do that. I was trying to think of the other one that we were-- we were just talking about this other day and I can't remember what the other one was. But there's another one that allows you to do it with either the Oculus or the VIVE. But I know Fuser does it, but we were talking about something else and I forget what it was.

      And I don't think it was Unity or any of the ones that are coming to mind right now. But yeah, you can. I'm sure they're out there [LAUGHS] in the exhibit hall. Somebody else had a question over here?

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: No, I did my digging and you don't-- it's not required, surprisingly enough.

      AUDIENCE: Do your owners not require you to have--

      JOSH DESTEFANO: No. There's no-- I can't do anything with the data anyway, so there's really no-- I can't change it. I mean, he's nodding his head. So there's not much I-- I can't-- yeah, there's almost nothing I can do.

      Like, maybe a tiny little thing-- I can maybe pick a different spot, but the concrete is what it is most of the time. That's why we're wet scanning. So I did a ton of homework on figuring out what does the standard say, is there regulations around us doing it ourselves, because it does kind of sound like a conflict of interest.

      But like I said, there's nothing-- once it's down, I'm not going to be out there fixing it once-- to get the data. So it's more to make sure that we are getting the quality that we wanted. So ideally, we're wet scanning-- we're improving the quality and we're saying, cool, we met the goal-- we surpassed the tolerances of the job, but we also made it easier for the door guy, which in some cases is us. So that's where it comes in.

      We've had owners question it and be like, well, how come you're doing it this way? Well, we get more information out of it. Oh, well, we have an issue over here. OK, cool-- let's pull up that and we'll look at the heat map again and see if we need to do something about that area. But overall, based on the standard, it passed. So they appreciated having the ability to go back and look at it.

      AUDIENCE: Because we have a strict registration process [INAUDIBLE].

      JOSH DESTEFANO: We've done a lot of trial and error. We've also worked with the Rithm guys really closely to gain some lessons learned from how they've been doing stuff, because obviously, creating software that's supposed to do this, you would have a lot of data and you'd probably process a lot of scans.

      So we talked about the workflow. We had some different ways of doing it. And there's just some tricks that we can do. So one, it's hitting a specific tension number. So most of the time, we're using FARO SCENE. And so we're trying to get a certain tension and we want that to be really tight.

      So we have a goal, but it has a lot to do with how we'll process them. So I think-- mind you, I'm not in there processing scans like I was before, so we may have tweaked this a little bit. But in essence, what we're doing is we'll cluster them together rather than trying to get everything to register at one time.

      And so we'll register little clusters so that we know, OK, this is really tight in itself, this is really tight in itself, these are all tight. And then we start pulling them together. And it actually is faster when we do it that way.

      And then we'll go through a couple iterations of little tweaks here and there that tighten things up and sort of-- I say homogenize-- I know that's not the right word. But kind of blend everything together into one. So that's it in a nutshell. You were next.

      AUDIENCE: Yeah, I'm [INAUDIBLE].

      JOSH DESTEFANO: I don't know. I don't think so. I think it was just-- I'm going to be honest-- I don't know what an SMR is. Let's start with that. [LAUGHS]

      AUDIENCE: My question is, do you use laser trackers to get a higher level of accuracy?

      JOSH DESTEFANO: So you're talking about, like a laser elevation device?

      AUDIENCE: A laser tracker itself.

      JOSH DESTEFANO: No. But I mean, usually what they're using is the laser elevation thing that beeps kind of thing where it-- I don't-- what are those called? Is this just a laser level? Yeah, I'm a tech guy over-complicating something? Weird.

      [LAUGHS]

      So it's either-- we haven't messed around with those. It sounds like-- I mean, how precise are they, though?

      AUDIENCE: They're [INAUDIBLE].

      JOSH DESTEFANO: I see. So you're looking at-- you're--

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: You're looking at high precision, but only a few points though, right?

      AUDIENCE: Yeah. No, the main reason I use a scanner is a lot of my customers-- I [INAUDIBLE] data and a bunch of spreadsheets and stuff. So I take the graphics and scan and overlap it.

      JOSH DESTEFANO: It gives them context.

      AUDIENCE: [INAUDIBLE].

      JOSH DESTEFANO: No, but-- so that sounds like something-- you're getting multiple points, but they're highly precise points. Yeah. And that's kind of what the dipstick was doing. It's a little bit more precise of a device. Like, you look at the decimal point accuracy of it and there's a few more decimal points.

      And they're working through that in the software statistics and the whole deal. It's math beyond my comprehension, but that's also the challenge with it is you don't get-- the standard assumes-- it's actually written in the ASTM 1155 that you can't measure every square inch of the deck. Now we can.

      So that's like, well, now what do we do? How do we change the standard? And it probably doesn't have to be that precise. And the other thing is I--

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Yeah, if you don't have a bunch of noise and you have nice clean edges, you can get a nice accurate scan. So somebody else had a question as well?

      AUDIENCE: Yeah. Are you building that process and personnel cost into your self-perform number, or how are you billing the owner? How are you covering the costs?

      JOSH DESTEFANO: I would say most of the time, it's part of the cost of work. So when we are awarded a concrete job-- so we say, this is how we're going to do floor flatness. My team works through how much it's going to cost, and you just scope it out just like anything else and put a cost to it. So yeah, usually it's just cost of work.

      Sometimes, it's after the fact and it's a little bit of a change order. But like the one that I've talked about with the monitoring and the deflection, that was a change that came afterwards. And we pulled some scope from one place and added a little bit of scanning scope, and it was like-- I don't know-- $5 grand or something like that to do that to cover all the costs and equipment and everything. And it saved us $20 grand, so easy no-brainer there. Somebody else had-- you had one?

      AUDIENCE: Yeah. I was just wondering if there's any environmental conditions that affect the scanning?

      JOSH DESTEFANO: Oh, yeah. Luckily, we don't get a lot of rain in California, because that can really throw a wrench in our spokes. But luckily, we haven't had that issue or we've been able to be in a covered scenario. And then you have water to deal with-- puddles and all kinds of crazy stuff.

      But we've been able to mitigate it. Yeah, it's a huge pain in the ass. We've had that happen a couple of times. Like, you gotta make sure the decks not wet, because if it's raining and you're getting little puddles, you just get nothing. So yeah, empty-- just black holes. A bunch of them.

      AUDIENCE: The scanners overheat and shut down in the cold.

      JOSH DESTEFANO: Yeah.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: Yeah, right? Yeah?

      AUDIENCE: [INAUDIBLE] floor flatness test, so for an existing floor, trying to transfer that information so that there's no [INAUDIBLE].

      JOSH DESTEFANO: Yeah, a little bit.

      AUDIENCE: It's more like a fade, in a way, than kind of [INAUDIBLE].

      JOSH DESTEFANO: Yeah. A lot of times, it's just a drawing. We'll do the same thing essentially as a heat map-- a counter map-- with the numbers in it. We had one that was like a IMRI machine, which I don't really know exactly what that is. But it's a next level from an MRI-- it's a much more sensitive device.

      And they wanted a floor flatness of 60 or something. It was in an existing facility and they went and they RDXed it without scanning it first. And then they were like, how flat is it? And I was like, well, you're not meeting your tolerance, so you actually made it worse. [LAUGHS]

      It's like this and they made it like that kind of deal. And so we gave them the FFFL and they were like, we don't know what to do with this. So that's where the one of the jobs-- we're like, well, we can do contours, we can do the heat map. But honestly, the next thing that we're working on is getting that into augmented reality.

      So taking that data that you guys saw-- and this is your tidbit for sticking around-- thank you. So we're taking the heat map and the contour map and we're putting it into a HoloLens and then we're overlaying that onto the floor. So I want to be able to do that and I have to be able to do that, and we can now. We just have to be able to scale the workflow.

      But you have about 15, 20 minutes of scan and get it into the guy's hand. And so instead of walking up to him with a computer, because that scares people, I'm going to walk up to him with a different set of safety glasses and go, here. And he's going to look and see, oh, I'm high over there, I'm low over there-- we gotta to fix that, blah, blah, blah. Instead of my guys told him what to do, he's seeing the data. So that's the next step.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: A little bit. Not a-- I would say we've dabbled in it here and there. One of my guys has experience with it, but we haven't done a lot of it recently.

      AUDIENCE: [INAUDIBLE]

      JOSH DESTEFANO: No, we'll do it. It's just not something that comes up a ton yet. I think a lot of the structures we've been doing lately have been all concrete too. So a lot of concrete work-- a lot of focus on all concrete buildings. So we've been building for corporate offices and things like that.

      AUDIENCE: And then as far as the [INAUDIBLE]?

      JOSH DESTEFANO: Sounds about right. I think we want to be within 1/8 of an inch. So we're trying to get under that threshold ideally. Any other questions?

      AUDIENCE: Do you just use the FFM tool that they've got, or do you just take the two points [INAUDIBLE]?

      JOSH DESTEFANO: So instead of, like, exploring the x method or their parallels, or what do you mean?

      AUDIENCE: I guess I'm just asking [INAUDIBLE].

      JOSH DESTEFANO: I tried. [LAUGHS] So when we first started doing it, I spent about three months comparing it to dipstick methods. And so we would go-- we had a job where it was good timing. So we're out there and I was out the same day with the guy one time, and so I'm watching him do his runs and I'm capturing our data at the same time. And they were very, very comparable.

      And the ASCC data is showing a lot of the same stuff-- that it's pretty repeatable and pretty comparable. I'm interested to see how they dissect that data. But yeah, we spent months comparing it. And I had to prove to the self-perform leaders that I wasn't blowing smoke up their ass. That we could actually calculate floor flatness with laser scanners. How nerdy does that sound?

      And that's what we did. I proved that we were getting the same numbers. We could do it and we could also provide them more information, and that was kind of the kicker is that-- and then, hey, by the way, the next step is we do this earlier, so the concrete is better to start with. So anyone else? Cool, let's get out of here. Thanks, guys.

      [APPLAUSE]

      ______
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      Qualtrics
      弊社はQualtricsを利用し、アンケート調査やオンライン フォームを通じてお客様が弊社にフィードバックを提供できるようにしています。アンケートの回答は無作為に選んだお客様にお願いしておりますが、お客様から自発的に弊社にフィードバックを提供することも可能です。データを収集する目的は、アンケートの回答前にお客様がとられた行動を、より正しく理解するためです。収集したデータは、発生していた可能性がある問題のトラブルシューティングに役立てさせていただきます。. Qualtrics プライバシー ポリシー
      Akamai mPulse
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Akamai mPulseを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Akamai mPulse プライバシー ポリシー
      Digital River
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Digital Riverを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Digital River プライバシー ポリシー
      Dynatrace
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Dynatraceを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Dynatrace プライバシー ポリシー
      Khoros
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Khorosを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Khoros プライバシー ポリシー
      Launch Darkly
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Launch Darklyを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Launch Darkly プライバシー ポリシー
      New Relic
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、New Relicを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. New Relic プライバシー ポリシー
      Salesforce Live Agent
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Salesforce Live Agentを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Salesforce Live Agent プライバシー ポリシー
      Wistia
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Wistiaを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Wistia プライバシー ポリシー
      Tealium
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Tealiumを利用しています。データには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Tealium プライバシー ポリシー<>
      Typepad Stats
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Typepad Statsを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Typepad Stats プライバシー ポリシー
      Geo Targetly
      当社では、Geo Targetly を使用して Web サイトの訪問者を最適な Web ページに誘導し、訪問者のいる場所に応じて調整したコンテンツを提供します。Geo Targetly は、Web サイト訪問者の IP アドレスを使用して、訪問者のデバイスのおおよその位置を特定します。このため、訪問者は (ほとんどの場合) 自分のローカル言語でコンテンツを閲覧できます。Geo Targetly プライバシー ポリシー
      SpeedCurve
      弊社は、SpeedCurve を使用して、Web ページの読み込み時間と画像、スクリプト、テキストなど後続の要素の応答性を計測することにより、お客様の Web サイト エクスペリエンスのパフォーマンスをモニタリングおよび計測します。SpeedCurve プライバシー ポリシー
      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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      使用感が向上:お客様に最適な情報が表示されます

      Google Optimize
      弊社はGoogle Optimizeを利用して、弊社サイトの新機能をテストし、お客様に合わせた方法で機能を使えるようにしています。そのため弊社では、弊社サイトにアクセスしているお客様から、行動に関するデータを収集しています。収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID などが含まれます。機能のテストの結果によっては、お客様がご利用のサイトのバージョンが変わったり、サイトにアクセスするユーザの属性に応じて、パーソナライズされたコンテンツが表示されるようになる場合があります。. Google Optimize プライバシー ポリシー
      ClickTale
      弊社は、弊社サイトをご利用になるお客様が、どこで操作につまづいたかを正しく理解できるよう、ClickTaleを利用しています。弊社ではセッションの記録を基に、ページの要素を含めて、お客様がサイトでどのような操作を行っているかを確認しています。お客様の特定につながる個人情報は非表示にし、収集も行いません。. ClickTale プライバシー ポリシー
      OneSignal
      弊社は、OneSignalがサポートするサイトに広告を配置するために、OneSignalを利用しています。広告には、OneSignalのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、OneSignalがお客様から収集したデータを使用する場合があります。OneSignalに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. OneSignal プライバシー ポリシー
      Optimizely
      弊社はOptimizelyを利用して、弊社サイトの新機能をテストし、お客様に合わせた方法で機能を使えるようにしています。そのため弊社では、弊社サイトにアクセスしているお客様から、行動に関するデータを収集しています。収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID などが含まれます。機能のテストの結果によっては、お客様がご利用のサイトのバージョンが変わったり、サイトにアクセスするユーザの属性に応じて、パーソナライズされたコンテンツが表示されるようになる場合があります。. Optimizely プライバシー ポリシー
      Amplitude
      弊社はAmplitudeを利用して、弊社サイトの新機能をテストし、お客様に合わせた方法で機能を使えるようにしています。そのため弊社では、弊社サイトにアクセスしているお客様から、行動に関するデータを収集しています。収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID などが含まれます。機能のテストの結果によっては、お客様がご利用のサイトのバージョンが変わったり、サイトにアクセスするユーザの属性に応じて、パーソナライズされたコンテンツが表示されるようになる場合があります。. Amplitude プライバシー ポリシー
      Snowplow
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Snowplowを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Snowplow プライバシー ポリシー
      UserVoice
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、UserVoiceを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. UserVoice プライバシー ポリシー
      Clearbit
      Clearbit を使用すると、リアルタイムのデータ強化により、お客様に合わせてパーソナライズされた適切なエクスペリエンスを提供できます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。Clearbit プライバシー ポリシー
      YouTube
      YouTube はビデオ共有プラットフォームで、埋め込まれたビデオを当社のウェブ サイトで表示および共有することができます。YouTube は、視聴者のビデオのパフォーマンスの測定値を提供しています。 YouTube 社のプライバシー ポリシー

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      広告表示をカスタマイズ:お客様に関連する広告が表示されます

      Adobe Analytics
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Adobe Analyticsを利用しています。収集する情報には、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Adobe Analytics プライバシー ポリシー
      Google Analytics (Web Analytics)
      弊社は、弊社サイトでのお客様の行動に関するデータを収集するために、Google Analytics (Web Analytics)を利用しています。データには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。このデータを基にサイトのパフォーマンスを測定したり、オンラインでの操作のしやすさを検証して機能強化に役立てています。併せて高度な解析手法を使用し、メールでのお問い合わせやカスタマー サポート、営業へのお問い合わせで、お客様に最適な体験が提供されるようにしています。. Google Analytics (Web Analytics) プライバシー ポリシー<>
      Marketo
      弊社は、お客様に関連性のあるコンテンツを、適切なタイミングにメールで配信できるよう、Marketoを利用しています。そのため、お客様のオンラインでの行動や、弊社からお送りするメールへの反応について、データを収集しています。収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、メールの開封率、クリックしたリンクなどが含まれます。このデータに、他の収集先から集めたデータを組み合わせ、営業やカスタマー サービスへの満足度を向上させるとともに、高度な解析処理によって、より関連性の高いコンテンツを提供するようにしています。. Marketo プライバシー ポリシー
      Doubleclick
      弊社は、Doubleclickがサポートするサイトに広告を配置するために、Doubleclickを利用しています。広告には、Doubleclickのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Doubleclickがお客様から収集したデータを使用する場合があります。Doubleclickに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Doubleclick プライバシー ポリシー
      HubSpot
      弊社は、お客様に関連性のあるコンテンツを、適切なタイミングにメールで配信できるよう、HubSpotを利用しています。そのため、お客様のオンラインでの行動や、弊社からお送りするメールへの反応について、データを収集しています。収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、メールの開封率、クリックしたリンクなどが含まれます。. HubSpot プライバシー ポリシー
      Twitter
      弊社は、Twitterがサポートするサイトに広告を配置するために、Twitterを利用しています。広告には、Twitterのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Twitterがお客様から収集したデータを使用する場合があります。Twitterに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Twitter プライバシー ポリシー
      Facebook
      弊社は、Facebookがサポートするサイトに広告を配置するために、Facebookを利用しています。広告には、Facebookのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Facebookがお客様から収集したデータを使用する場合があります。Facebookに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Facebook プライバシー ポリシー
      LinkedIn
      弊社は、LinkedInがサポートするサイトに広告を配置するために、LinkedInを利用しています。広告には、LinkedInのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、LinkedInがお客様から収集したデータを使用する場合があります。LinkedInに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. LinkedIn プライバシー ポリシー
      Yahoo! Japan
      弊社は、Yahoo! Japanがサポートするサイトに広告を配置するために、Yahoo! Japanを利用しています。広告には、Yahoo! Japanのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Yahoo! Japanがお客様から収集したデータを使用する場合があります。Yahoo! Japanに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Yahoo! Japan プライバシー ポリシー
      Naver
      弊社は、Naverがサポートするサイトに広告を配置するために、Naverを利用しています。広告には、Naverのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Naverがお客様から収集したデータを使用する場合があります。Naverに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Naver プライバシー ポリシー
      Quantcast
      弊社は、Quantcastがサポートするサイトに広告を配置するために、Quantcastを利用しています。広告には、Quantcastのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Quantcastがお客様から収集したデータを使用する場合があります。Quantcastに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Quantcast プライバシー ポリシー
      Call Tracking
      弊社は、キャンペーン用にカスタマイズした電話番号を提供するために、Call Trackingを利用しています。カスタマイズした電話番号を使用することで、お客様は弊社の担当者にすぐ連絡できるようになり、弊社はサービスのパフォーマンスをより正確に評価できるようになります。弊社では、提供した電話番号を基に、サイトでのお客様の行動に関するデータを収集する場合があります。. Call Tracking プライバシー ポリシー
      Wunderkind
      弊社は、Wunderkindがサポートするサイトに広告を配置するために、Wunderkindを利用しています。広告には、Wunderkindのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Wunderkindがお客様から収集したデータを使用する場合があります。Wunderkindに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Wunderkind プライバシー ポリシー
      ADC Media
      弊社は、ADC Mediaがサポートするサイトに広告を配置するために、ADC Mediaを利用しています。広告には、ADC Mediaのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、ADC Mediaがお客様から収集したデータを使用する場合があります。ADC Mediaに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. ADC Media プライバシー ポリシー
      AgrantSEM
      弊社は、AgrantSEMがサポートするサイトに広告を配置するために、AgrantSEMを利用しています。広告には、AgrantSEMのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、AgrantSEMがお客様から収集したデータを使用する場合があります。AgrantSEMに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. AgrantSEM プライバシー ポリシー
      Bidtellect
      弊社は、Bidtellectがサポートするサイトに広告を配置するために、Bidtellectを利用しています。広告には、Bidtellectのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Bidtellectがお客様から収集したデータを使用する場合があります。Bidtellectに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Bidtellect プライバシー ポリシー
      Bing
      弊社は、Bingがサポートするサイトに広告を配置するために、Bingを利用しています。広告には、Bingのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Bingがお客様から収集したデータを使用する場合があります。Bingに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Bing プライバシー ポリシー
      G2Crowd
      弊社は、G2Crowdがサポートするサイトに広告を配置するために、G2Crowdを利用しています。広告には、G2Crowdのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、G2Crowdがお客様から収集したデータを使用する場合があります。G2Crowdに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. G2Crowd プライバシー ポリシー
      NMPI Display
      弊社は、NMPI Displayがサポートするサイトに広告を配置するために、NMPI Displayを利用しています。広告には、NMPI Displayのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、NMPI Displayがお客様から収集したデータを使用する場合があります。NMPI Displayに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. NMPI Display プライバシー ポリシー
      VK
      弊社は、VKがサポートするサイトに広告を配置するために、VKを利用しています。広告には、VKのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、VKがお客様から収集したデータを使用する場合があります。VKに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. VK プライバシー ポリシー
      Adobe Target
      弊社はAdobe Targetを利用して、弊社サイトの新機能をテストし、お客様に合わせた方法で機能を使えるようにしています。そのため弊社では、弊社サイトにアクセスしているお客様から、行動に関するデータを収集しています。収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID、お客様の Autodesk ID などが含まれます。機能のテストの結果によっては、お客様がご利用のサイトのバージョンが変わったり、サイトにアクセスするユーザの属性に応じて、パーソナライズされたコンテンツが表示されるようになる場合があります。. Adobe Target プライバシー ポリシー
      Google Analytics (Advertising)
      弊社は、Google Analytics (Advertising)がサポートするサイトに広告を配置するために、Google Analytics (Advertising)を利用しています。広告には、Google Analytics (Advertising)のデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Google Analytics (Advertising)がお客様から収集したデータを使用する場合があります。Google Analytics (Advertising)に提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Google Analytics (Advertising) プライバシー ポリシー
      Trendkite
      弊社は、Trendkiteがサポートするサイトに広告を配置するために、Trendkiteを利用しています。広告には、Trendkiteのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Trendkiteがお客様から収集したデータを使用する場合があります。Trendkiteに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Trendkite プライバシー ポリシー
      Hotjar
      弊社は、Hotjarがサポートするサイトに広告を配置するために、Hotjarを利用しています。広告には、Hotjarのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Hotjarがお客様から収集したデータを使用する場合があります。Hotjarに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Hotjar プライバシー ポリシー
      6 Sense
      弊社は、6 Senseがサポートするサイトに広告を配置するために、6 Senseを利用しています。広告には、6 Senseのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、6 Senseがお客様から収集したデータを使用する場合があります。6 Senseに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. 6 Sense プライバシー ポリシー
      Terminus
      弊社は、Terminusがサポートするサイトに広告を配置するために、Terminusを利用しています。広告には、Terminusのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、Terminusがお客様から収集したデータを使用する場合があります。Terminusに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. Terminus プライバシー ポリシー
      StackAdapt
      弊社は、StackAdaptがサポートするサイトに広告を配置するために、StackAdaptを利用しています。広告には、StackAdaptのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、StackAdaptがお客様から収集したデータを使用する場合があります。StackAdaptに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. StackAdapt プライバシー ポリシー
      The Trade Desk
      弊社は、The Trade Deskがサポートするサイトに広告を配置するために、The Trade Deskを利用しています。広告には、The Trade Deskのデータと、弊社サイトにアクセスしているお客様から弊社が収集する行動に関するデータの両方が使われます。弊社が収集するデータには、お客様がアクセスしたページ、ご利用中の体験版、再生したビデオ、購入した製品やサービス、お客様の IP アドレスまたはデバイスの ID が含まれます。この情報に併せて、The Trade Deskがお客様から収集したデータを使用する場合があります。The Trade Deskに提供しているデータを弊社が使用するのは、お客様のデジタル広告体験をより適切にカスタマイズし、関連性の高い広告をお客様に配信するためです。. The Trade Desk プライバシー ポリシー
      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

      オンライン体験の品質向上にぜひご協力ください

      オートデスクは、弊社の製品やサービスをご利用いただくお客様に、優れた体験を提供することを目指しています。これまでの画面の各項目で[はい]を選択したお客様については、弊社でデータを収集し、カスタマイズされた体験の提供とアプリケーションの品質向上に役立てさせていただきます。この設定は、プライバシー ステートメントにアクセスすると、いつでも変更できます。

      お客様の顧客体験は、お客様が自由に決められます。

      オートデスクはお客様のプライバシーを尊重します。オートデスクでは収集したデータを基に、お客様が弊社製品をどのように利用されているのか、お客様が関心を示しそうな情報は何か、オートデスクとの関係をより価値あるものにするには、どのような改善が可能かを理解するよう務めています。

      そこで、お客様一人ひとりに合わせた体験を提供するために、お客様のデータを収集し、使用することを許可いただけるかどうかお答えください。

      体験をカスタマイズすることのメリットにつきましては、本サイトのプライバシー設定の管理でご確認いただけます。弊社のプライバシー ステートメントでも、選択肢について詳しく説明しております。