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Efficient Digital Operating Model—Technology Is Not an Absolute Value

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说明

A small business from Finland recognized wasteful practices in real estate lifecycle's workflows and decided to tackle that waste by developing an efficient, digital operating model around Construction Cloud software and its integrations. It was essential to discard many old practices as obsolete and unsuitable for digital workflow. Technology wasn’t considered to hold any value itself; it was simply an enabler and facilitator. Our approach differs from the giants of our industry. We optimize with smaller projects, then move on to bigger ones. The strength of the model is its scalability. As a company that does construction project management, we affect the industry as a whole—owners, designers, contractors. Explore the traditional methods we wanted to discard and the key factors we wanted to master. Discover how we expanded scope, from efficiency factors to utilizing lean principles and dialectic models. This class will bring you everything we’ve learned so far and examine what comes next.

主要学习内容

  • Discover five traditional project methods that can be tackled with Construction Cloud and improved workflows
  • Discover six key factors that, if mastered, lead to more-efficient projects
  • Discover how Construction Cloud modules and functionalities help when dealing with each individual key factor
  • Discover at least three challenges that come along with digital operating models and how we can overcome them

讲师

  • Mauno Lounakoski 的头像
    Mauno Lounakoski
    Extended Reality (XR) enthusiast aiming to build an efficient BIM-based real estate lifecycle model – Say no to “BIM just because…BIM”
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Transcript

MAUNO LOUNAKOSKI: Hello, and good whatever time of day it is where you are listening to this industry talk. My name is Mauno Lounakoski, and I welcome you to spend the next hour with me. Digital operating model and value of technology. Thought leadership mixed with practicality. We have a lot to cover, so let us begin.

If you read the description, you know that we have four learning objectives. First, specifying five traditional project methods that can be tackled with ACC and improved workflows. Two. Define six key factors, mastering of which can lead to more efficient projects. Three. Describe how ACC modules and functionalities can help you deal with these key factors. And four, integrate at least the three challenges that come along with digital operating model, and how we can possibly overcome them.

Now the objectives were in four parts. Our content is going to be in five parts. First we'll have a short introduction. Who am I, what is the company I work for, and how do we approach development work? Background. Why have we embarked on this journey towards efficient digital operating model? What were the reasons? Now, where are we now? What have we achieved so far? Future. Where are we headed, what is still to come? And lastly, a quick summary.

On to introduction. Who am I? Mauno Lounakoski. XR enthusiasm and practicality. A mixture of those two. Practicality, I think, stems from the fact that I was born and raised on a farm here in Finland. And when you combine that with a natural interest towards technology, I think there's a good balance that resonates with the efficiency of digital operating model. Age, 26 years old. Yes, I'm quite young. But I see that as an advantage in this job of EDC manager. If I just remember to hear out those with more actual project work experience.

Education, master of science, civil engineering. And now leading a two year development project, which actual goal is to create that efficient digital operating model. And where I'm doing that, Suomen Aluerakennuttaja, SARA. Construction project management based here in Tampere, Finland. 13 employees and revenue. That's right. Revenue, not profit. 1.3 million euros last year. A small company on a global scale. David amidst Goliaths, one could say. And still, we try to affect the AEC industry. Our journey towards efficient digital operating model properly started in 2018 with a visit to Singapore.

There we saw top of the line solutions and realized that this digitalization trend is one that we need to hop on as soon as possible. 2019. Two visits to AU. First in London, then to Vegas. Back then we played with the idea of how nice it would be to someday be on the stage ourselves, talk about our experiences, our development work. What are we doing with Autodesk products? Spring 2020, our development project officially starts. Time skip, today. Here I am now talking to you about our development work and our experiences.

A little sooner than expected, but in actuality, there's so much that has happened during this 1 and 1/2 years that it's quite hard to fit it all into this one hour time slot. SARA allows its employees to grow and find their place amidst all the possibilities that the AEC industry has to offer. It gives you freedom, as well as responsibilities. For me, it means the possibility to constantly explore. Question the existing. Be eager to try something new. Would this be possible? Could we do this another way? How can we do this differently?

Quick response cycles, testing in actual projects so that we get good, propper feedback. And those projects are not those mega branch projects. Because if we don't get this model to work in smaller projects, there's no reason to go on to bigger ones. The power of the model is in scalability. Once we've mastered the smaller projects, then we can move on to bigger ones. Goal. Develop our own operations at AEC industry, as well as ensure high quality. And so that this wouldn't just be babble, some concrete examples of our development work.

SARA-app. A reporting application to be used in construction site supervising that we developed with a programming company seven years ago. Simple, easy to use, and ensures immediate reporting to all stakeholders. Perhaps next step, integrating it to ACC. Two, our own architect team. Which, in a construction project management and engineering company of this size, isn't normal. That team is an integral part of project development, building, and renovation projects. And they also have more project management experience than traditional architects here in Finnish construction scheme.

What we have noticed with this development work is that roughly 50% of it is technology, and 50% is adaptation and leading that change. New technology comes along. We learn how to use it. But then comes the implementation. How do we make it so that our employees and all the other stakeholders get the most value out of it, and use it the way we intended to? Not so easy as it sounds. Our development work also covers the whole real estate lifecycle. Every phase of it. We want to be efficient in each one of them. And we also try to remember, technology is a tool, never an absolute value.

Now you know a little bit about us. But what about the background? What were the reasons for this journey? Seven phases of a project. First comes huge excitement, then ungodly obscurity and infernal confusion. And we perhaps come to our senses and start finding the people responsible. Then we punish the innocent and eventually reward those that didn't even take part in the project. OK. These were satire, but I'm sure at least some of you recognize the obscurity and confusion from your everyday project work. They just poof, poof, poof, appear. Even though you tried to avoid them.

The actual traditional practice is email messaging, long chains, commenting on PDF attachments. One could even print out the attachments, do markups to its gannets, and send it back to the chain. And then, in the worst case scenario, one that wasn't even part of the chain gets it sent to him with regard. Could you take a look at this? How nice. Monthly meetings, questions pile up, effective communication. Software options. Countless, they lack integration. Manual file transferring, which leads to data silos. Data might not be up to date, or it's tied to a person or a phase. And lastly, BIM because BIM.

And this is not just referring to BIM. But technology in general seen as an absolute value. This is how we've always done it. And these are the ones we want to get rid of, because they create waste. We lose data, we do double the work, there's interpretations, which are always risky. We lose time, and we lose money. This waste tackling, just like our development work methods, relate to lean principles. By streamlining and creating better flow through the project, we aim to create value for every stakeholder involved. Almost like a pulling effect to the finish line.

Imagine that black arrow on top, pulling us away from those gaps where we lose the data. Imagine the project worker using bigger percentage of his or her job to be actual project work, and not one that creates waste.

Those are the reasons or things we want to get rid of. But what have we achieved in 1 and 1/2 years? Five general steps towards the sixth. Reducing wasteful practices, as well as saving time and money.

Nowadays, pursuing clients or end user involvement is one of everyone's priorities, which is good. But if you truly want to get great at collaborating, you've got to find a way to involve every party the best way possible. This includes motivating stakeholders through, for example, experimentation methods. And giving them a chance to contribute not only to their own parts but also to the project as a whole. For example, professional and experience design engineer has so much more to give than just his design work.

Communication. As synchronous, meaning real time as possible, open and dialectic. In reality, this means moving away from the email world to a communication platform and weekly design meetings. Success of an open and dialecting model is dependent on the project members and their personalities, naturally. But it's a model which we can encourage in order to create a good spirit between the stakeholders. Last thing I've done is this. Next I'm going to. Could you do this, or could this be changed? With manage, we mean tools that allow us and everyone else to stay on top of the situation.

Single source of truth. Phrase that we've been hearing a lot. And incidentally, it works here perfectly. And it's also connected to sharing step. Storing files locally is not the way to go. Because then, the files might not be available to everyone. Or we have to get a confirmation from its uploader that it's up to date. One challenge this file sharing and openness leads to, however, is actually getting people to share their unfinished work. People are insecure when it comes to these kinds of situations, and are afraid that they'd get slack for not doing something. Or other designers start their work based on unfinished portions of yours.

With this, we go back to good communication. Reducing rework. How do we make it so that we notice errors or options, so that we don't have to bear situations where something obviously should or could have been changed sooner, with minor costs. Visuality is one solution. Especially if the person making the final decision is not a construction professional. But we also have to take a look at our workflows to see if there's something there that usually, even with the experience, gets unnoticed.

OK. These are the efficiency steps. But how do we enable them? Unified software portfolio.

You know that we utilize ACC, but why did we choose it? To answer that question plainly, no similar software ecosystem that would enable our efficiency steps was available at the time. And actually still isn't. Sure, there might be a better-- one specific software outside the ecosystem that is better for one job. But our goal is a unified portfolio. An ecosystem. Software inside the portfolio can at the moment be divided into three categories. Or four, depending on how you look at it.

Microsoft Teams, Smartsheet, and Docs. They form the core. Teams works as a coffee room for all the chitchat, as well as a place to hold the meetings. And Smartsheets is a collaborative solution for scheduling the project. And then comes Docs. Document management on steroids. Heard it here at the office. Storing files is a base point, but Docs does much more than that. And simple things, like a built in 3D viewer and issues and markups, affect the project workflows immensely. Gone are the days when a client comes to ask, do I need a separate software to view the BIM? No.

And if you're familiar with Docs features, you also know that issues and markups are the counterpart to commenting in PDF via email. So, check mark there. And this Docs issues and markups was the first significant step forward for us. A commentary from a client. If only I could do, or use these, in other projects as well. It was such a drag to go back to the PDF world after using these. And technologically, these three do almost everything we've managed to think of. If you do finish these of course. But the main problem has been to get people to use these the way we've intended to. 50% leading the change.

An example. When you have the possibility to post to Teams, there's a temptation to take that screenshot in Revit and post it to teams and have the conversation there. But where does that lead to? To data silos. We should use the issues and markups in Docs so that the file data is there. But that is something we just need to instruct the designers with.

For designers. Revit plus Collaborate Pro. Cloud model sharing and linking. By demanding the use of Collaborate Pro from designers, we deliberately choose to disregard offices that don't use them. And that is because we're trying to get rid of the hassle with IFC and local files. And this decision has led to mixed feedback. But ultimately, this is how we change the industry. On the structural side, this brings a few problems since it doesn't yet bode so well we prefer, reinforced concrete element modeling. But we're hoping this will change in the near future.

For class detection, there's Navisworks. And Enscape handles visualizations, usually for both us and the architects. Take off and build. Modules for estimators and contractors alike. To be fair, they haven't seen much use yet. The design is where the early adopters of HCC and BIM 360 pictures Collaborate Pro, earlier BIM 360 design, was such a simple and useful add on for Revit. But for contractors to change their usual platform into something else is a whole new ballgame. Same goes for construction connected, which on an ideal level, is awesome.

But in practicality, how do you convince an industry which still works around, I know a guy principle, of its benefits so people start using it. And then the fourth category. Tandem. Or its local counterpart software from Finland. That is there when we are ready to use it. OK. That is the basis of our portfolio. But, ACC, or BIM 360, has also the integration software. The ones that support the core. There's plenty of them.

We have taken the route where the software that we choose has to have an automatic flow of data. If we create an issue in the integration software, it also has to update to Docs. If our project file or plan updates in Docs, it also has to update in the integration software. And when you choose the software, keep it simple stupid. Don't go overboard.

Integration software also works as a bridge towards peripheral technology. 360 cameras, drones, extended reality. All cool and evolving technologies, as well as plenty of software options for them. I got to use these, most eager one would say. But which of them would create value for you, in what way, and what to consider when purchasing. For us, getting up to date knowledge meant reading a couple of articles and reviews, as well as watching videos. And based on that experience, you shouldn't be too worried if you just aren't too cheap.

Most options produce utilizable material. And vital points come after you've acquired hardware. Operating model and efficiency. We've taken the route where every peripheral technology software has to either have a connection to plan in Docs and/or transforming the raw material can be done with as few software as possible. In reality, this means opening VR model directly from Docs reflect. Issues the 360 photos, Holo builder, or inside the VR model reflects, again, pre-planning drone flight missions and 360 photos without stitching.

If you want to be efficient, especially as a small company like us, no additional modeling or transformation work should be needed when creating experiences like these. Leave programming to bigger companies. And when you think about the use cases, tip. Give the technology to your employees or employee who you know will learn how to use it. They will find the use cases. Example case from the drones. They have those cases that everyone uses. But we had a construction site where excavation work was yet to be started.

We did a filming of it. We did a point cloud, or got a point cloud from that filming. Then, the contractor did the excavation work. And after that, we did a second filming. Now we had two point clouds. We compared the volume of those and then compare that number to the number contractor had given to the client who had ordered the job. That way the client got a confirmation if the contractors number was anywhere near correct.

Visual drafting. I mentioned that we as well use Enscape and have architects. And that is why. Because development of real time rendering and its software has allowed us to move from seeing to experiencing designs. When you present a design to a client who is not necessarily a construction professional, 3D is a step forward. But if you also add visuality to it, even end user with usually the least amount of construction experience has the opportunity to understand it and give proper feedback.

This way, we avoid or reduce the possibility for situations where client or end user realizes modification needs when the structure is already taking shape and changes cost more. Which would you prefer to see when making decisions? 2D, visual 3D, or both?

Real time visual design allows us to move our design effort to earlier phases. Since producing this kind of material doesn't take a toll on us, and the client can make decisions based on it. Few changes can still happen along the way, but the goal is that the end result wouldn't be far off from the original draft. Example. We presented a design to city officials and they were like, whoa, whoa, whoa guys. Don't go any further with your design until we've approved them. But in actuality, we hadn't even spent that much time to them.

But don't be fooled. We still have a few small development factors. One. When we do these kinds of designs in the development phase, the actual architect that gets selected for the project has to model our accomplishments, again, with their companies templates and modeling procedures. Two. When we utilize VR, people are amazed by technology and don't focus on the actual design. And three, which is sort of connected to the two. The user, the end user or client, tends to focus on the little things when the material is this visual.

Like, where is my desk going to be? What is the color of that wall? Even though we are trying to only figure out the space. How big it should be, where are the hallways, the functionalities. This, again, brings us back to the latter 50%. How can we make the material so that a client and end user don't focus on those things?

And in addition to Enscape, there's also generative design. A newest addition to our portfolio, Spacemaker. A cloud based AI software that Autodesk acquired in 2020. Spacemaker generates design options according to boundaries you give to it and then analyzes them. Like in the picture, based on daylight. As well as compares them. Software is at its best in bigger area projects, even though it also does apartment redistribution, which is important for us. And one might ask, does space pacemaker take away architects job? No.

So Spacemaker gives options, but it's still architects responsibility to analyze and sort them out accordingly for the client. You can't give client 500 options and expect them to know what is best for them. Spacemaker does, however, take away role labor. And generates more time for creative thinking. And for us, space maker is a tool to justify solutions to the client. Now we have an extra option besides Enscape produced material, traditional 2D, and plain old texts. With this, we hope to minimize risks that client perceives, get quicker decisions, and ultimately save money for both us and the client.

And that concludes our what portion. And I think a quick recap is in order. Because first, we had the wasteful practices. Email, software options, data silos, and so on. And then came efficiency steps. Collaborate, communicate, manage, share, and reduce rework. What we think can tackle the wasteful practice, but not by themselves. We need tools. Tools that enable those steps. Teams and Smartsheet. Collaboration and communication. Docs helps almost with all of those. We have the 3D viewer, issues and markups, single source of truth. Document management on steroids.

Collaborate Pro for Revit. Better collaboration. Cloud collaboration for the designers. And then there's also integration software, peripheral technology, visual drafting, and generative design. All supporting the core functionalities of the digital operating model. And this happened in just 1 and 1/2 years. So what is still to come?

Digital operating model brings along its own challenges and the first two are related to roles. Clients and project manager. When we produce more data and try to be open with it, the client sees things that traditionally have been happening behind the curtains, but may now give birth to insecurities and seeing risks. We also can't hide or filter everything because that would make us two faced since we ourselves are demanding other stakeholders to be open. Somehow, we have to create feeling of trust.

This is where the collaborative project manager plays a key role. Built trust helps us convince the client to operate according to our model. Not everyone is eager to try something new, especially if you have several ongoing projects that are mainly operating in the same way you have always done. And we have seen situations where the client has agreed that we use ACC or BIM 360. But in the end, for example, markups and issues have seen little to no use. Because there's no time to learn them.

Again, 50% leading the change. It's so simple. And the technical side, we have operational phase and constant development. Operational phase is the one that we have yet to touch upon in our development project. And it's the least-- the one that we have least amount of experience beforehand. Yes, Duterte's old twins. Lastly, we need to find a way to constantly develop. Even when a development projects officially ends. Digitalization isn't stopping or slowing down. And our operating model is far from being refined.

A little more about the future of project manager. Because efficient digital operating model brings more and more collaboration. And project managers competency model changes. Sina Morada presents one possible model in his doctoral thesis. It has different kind of competencies, but the one that we want to focus on is the key competencies. Because according to Morada, we can easily train and improve on certain competencies as project managers. But some are hidden, or related to personality, which makes it harder to find improvement on them.

Still those can have a significant effect on our performance level. In the previous slide, we talked about the importance of trust between us and the client. But in addition to that, Morada mentions stress tolerance, initiative, optimism, and flexibility. If the client gives you headaches, requirements and questions and so on, you need to be able to tolerate it. Have some sort of flexibility, and stay positive. Initiative is also good when we try to implement our way of work to the clients. But the problem comes when we try to find these present or future project managers. Do we prioritize the key competencies, or look for a balance?

The person should also be somewhat handy with technology. Usually technology comes naturally to younger generation. They lack experience. Vise versa with the older generation. In betweeners are harder to find, and in the current situation, they are more expensive. And that is why we have for now chosen a route where we have both the younger and older generation, and made them collaborate and communicate with each other.

Operational phase. We have a digital twin. Owner, and an actual energy consuming building with MEP systems, sensors, assets, and a lifecycle. But how do we manage them? Our digital twins differ a lot. And usually owner doesn't even know what he wants from his as-built model. Which is exactly why the phrase BIM because BIM was born. How do we utilize the data that building produces? For example, with AI, so that we can move from reacting to anticipating and predicting. AI, one of the most essential solutions for getting rid of BIM because BIM.

The software ACC has the recently made available. Tandem, but we don't know how or when it will be suitable for Finnish building owners. Then there is also counterpart software with at least somewhat similar features. What's the use? And lastly, what is our role in all of this? Normally consultation company has little contact to the building and needs operations after it's been finished. But could this change in the digital twin era? You have the building owner who has project managers. But do they have the knowledge about digital twins, or will a smaller company perhaps seek consultation?

Can we be a non-location based coach who handles digital twin and changes made to it? This would also conclude our live cycle of services.

Direction. Our operating model is far from being refined. And it needs constant development and learning. We have to keep questioning our own operations and development, so that we don't end up back on top of mount stupid. In addition to normal development work, we have to continue attending AU. Watch webinars, read articles, and keep in mind the implementation. Gap between development and action project work should be as small as possible. This way we ensure quick response cycles, good feedback, and hopefully find things we can improve on.

And by documenting our project work, unify how we work in projects. Aspiration, sailing mainly between enlightenment and sustainability.

And then, we have come to the summary. In the beginning, I mentioned that we had four quite simple things to learn. First, now you should be able to specify wasteful practices or project methods that you can tackle with ACC and improved workflows. Two. Define key factors that help you with this tackling. Three. Describe how ACC modules and its functionalities enable these key factors. And lastly, indicate challenges that come along with digital operating model and how we can possibly overcome them.

And after going through all these slides, I hope they really were so simple that you can just smile at them like these guys in the photo do. Because, in addition, there's also these three. Be curious. Question the existing. It doesn't matter how big your company is. You can still affect the AEC industry. Lean. We are getting rid of wasteful practices, we constantly develop, have the response cycles, and try to create value by streamlining the project model.

And then, technology is never an absolute value. It needs to support your operating model. Help you be more efficient. And ultimately serve the client so that your business may bloom. These are the things I would like you to get away or take away from this. And they are also the one that conclude our slideshow. I thank you for listening. And now we can move on to the Q&A portion of this industry talk. Thank you.

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我们通过 Launch Darkly 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Launch Darkly 隐私政策
New Relic
我们通过 New Relic 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. New Relic 隐私政策
Salesforce Live Agent
我们通过 Salesforce Live Agent 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Salesforce Live Agent 隐私政策
Wistia
我们通过 Wistia 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Wistia 隐私政策
Tealium
我们通过 Tealium 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Tealium 隐私政策
Upsellit
我们通过 Upsellit 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Upsellit 隐私政策
CJ Affiliates
我们通过 CJ Affiliates 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. CJ Affiliates 隐私政策
Commission Factory
我们通过 Commission Factory 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Commission Factory 隐私政策
Google Analytics (Strictly Necessary)
我们通过 Google Analytics (Strictly Necessary) 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Google Analytics (Strictly Necessary) 隐私政策
Typepad Stats
我们通过 Typepad Stats 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Typepad Stats 隐私政策
Geo Targetly
我们使用 Geo Targetly 将网站访问者引导至最合适的网页并/或根据他们的位置提供量身定制的内容。 Geo Targetly 使用网站访问者的 IP 地址确定访问者设备的大致位置。 这有助于确保访问者以其(最有可能的)本地语言浏览内容。Geo Targetly 隐私政策
SpeedCurve
我们使用 SpeedCurve 来监控和衡量您的网站体验的性能,具体因素为网页加载时间以及后续元素(如图像、脚本和文本)的响应能力。SpeedCurve 隐私政策
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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改善您的体验 – 使我们能够为您展示与您相关的内容

Google Optimize
我们通过 Google Optimize 测试站点上的新功能并自定义您对这些功能的体验。为此,我们将收集与您在站点中的活动相关的数据。此数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID 等。根据功能测试,您可能会体验不同版本的站点;或者,根据访问者属性,您可能会查看个性化内容。. Google Optimize 隐私政策
ClickTale
我们通过 ClickTale 更好地了解您可能会在站点的哪些方面遇到困难。我们通过会话记录来帮助了解您与站点的交互方式,包括页面上的各种元素。将隐藏可能会识别个人身份的信息,而不会收集此信息。. ClickTale 隐私政策
OneSignal
我们通过 OneSignal 在 OneSignal 提供支持的站点上投放数字广告。根据 OneSignal 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 OneSignal 收集的与您相关的数据相整合。我们利用发送给 OneSignal 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. OneSignal 隐私政策
Optimizely
我们通过 Optimizely 测试站点上的新功能并自定义您对这些功能的体验。为此,我们将收集与您在站点中的活动相关的数据。此数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID 等。根据功能测试,您可能会体验不同版本的站点;或者,根据访问者属性,您可能会查看个性化内容。. Optimizely 隐私政策
Amplitude
我们通过 Amplitude 测试站点上的新功能并自定义您对这些功能的体验。为此,我们将收集与您在站点中的活动相关的数据。此数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID 等。根据功能测试,您可能会体验不同版本的站点;或者,根据访问者属性,您可能会查看个性化内容。. Amplitude 隐私政策
Snowplow
我们通过 Snowplow 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Snowplow 隐私政策
UserVoice
我们通过 UserVoice 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. UserVoice 隐私政策
Clearbit
Clearbit 允许实时数据扩充,为客户提供个性化且相关的体验。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。Clearbit 隐私政策
YouTube
YouTube 是一个视频共享平台,允许用户在我们的网站上查看和共享嵌入视频。YouTube 提供关于视频性能的观看指标。 YouTube 隐私政策

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定制您的广告 – 允许我们为您提供针对性的广告

Adobe Analytics
我们通过 Adobe Analytics 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Adobe Analytics 隐私政策
Google Analytics (Web Analytics)
我们通过 Google Analytics (Web Analytics) 收集与您在我们站点中的活动相关的数据。这可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。我们使用此数据来衡量我们站点的性能并评估联机体验的难易程度,以便我们改进相关功能。此外,我们还将使用高级分析方法来优化电子邮件体验、客户支持体验和销售体验。. Google Analytics (Web Analytics) 隐私政策
AdWords
我们通过 AdWords 在 AdWords 提供支持的站点上投放数字广告。根据 AdWords 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 AdWords 收集的与您相关的数据相整合。我们利用发送给 AdWords 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. AdWords 隐私政策
Marketo
我们通过 Marketo 更及时地向您发送相关电子邮件内容。为此,我们收集与以下各项相关的数据:您的网络活动,您对我们所发送电子邮件的响应。收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、电子邮件打开率、单击的链接等。我们可能会将此数据与从其他信息源收集的数据相整合,以根据高级分析处理方法向您提供改进的销售体验或客户服务体验以及更相关的内容。. Marketo 隐私政策
Doubleclick
我们通过 Doubleclick 在 Doubleclick 提供支持的站点上投放数字广告。根据 Doubleclick 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Doubleclick 收集的与您相关的数据相整合。我们利用发送给 Doubleclick 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Doubleclick 隐私政策
HubSpot
我们通过 HubSpot 更及时地向您发送相关电子邮件内容。为此,我们收集与以下各项相关的数据:您的网络活动,您对我们所发送电子邮件的响应。收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、电子邮件打开率、单击的链接等。. HubSpot 隐私政策
Twitter
我们通过 Twitter 在 Twitter 提供支持的站点上投放数字广告。根据 Twitter 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Twitter 收集的与您相关的数据相整合。我们利用发送给 Twitter 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Twitter 隐私政策
Facebook
我们通过 Facebook 在 Facebook 提供支持的站点上投放数字广告。根据 Facebook 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Facebook 收集的与您相关的数据相整合。我们利用发送给 Facebook 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Facebook 隐私政策
LinkedIn
我们通过 LinkedIn 在 LinkedIn 提供支持的站点上投放数字广告。根据 LinkedIn 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 LinkedIn 收集的与您相关的数据相整合。我们利用发送给 LinkedIn 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. LinkedIn 隐私政策
Yahoo! Japan
我们通过 Yahoo! Japan 在 Yahoo! Japan 提供支持的站点上投放数字广告。根据 Yahoo! Japan 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Yahoo! Japan 收集的与您相关的数据相整合。我们利用发送给 Yahoo! Japan 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Yahoo! Japan 隐私政策
Naver
我们通过 Naver 在 Naver 提供支持的站点上投放数字广告。根据 Naver 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Naver 收集的与您相关的数据相整合。我们利用发送给 Naver 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Naver 隐私政策
Quantcast
我们通过 Quantcast 在 Quantcast 提供支持的站点上投放数字广告。根据 Quantcast 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Quantcast 收集的与您相关的数据相整合。我们利用发送给 Quantcast 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Quantcast 隐私政策
Call Tracking
我们通过 Call Tracking 为推广活动提供专属的电话号码。从而,使您可以更快地联系我们的支持人员并帮助我们更精确地评估我们的表现。我们可能会通过提供的电话号码收集与您在站点中的活动相关的数据。. Call Tracking 隐私政策
Wunderkind
我们通过 Wunderkind 在 Wunderkind 提供支持的站点上投放数字广告。根据 Wunderkind 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Wunderkind 收集的与您相关的数据相整合。我们利用发送给 Wunderkind 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Wunderkind 隐私政策
ADC Media
我们通过 ADC Media 在 ADC Media 提供支持的站点上投放数字广告。根据 ADC Media 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 ADC Media 收集的与您相关的数据相整合。我们利用发送给 ADC Media 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. ADC Media 隐私政策
AgrantSEM
我们通过 AgrantSEM 在 AgrantSEM 提供支持的站点上投放数字广告。根据 AgrantSEM 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 AgrantSEM 收集的与您相关的数据相整合。我们利用发送给 AgrantSEM 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. AgrantSEM 隐私政策
Bidtellect
我们通过 Bidtellect 在 Bidtellect 提供支持的站点上投放数字广告。根据 Bidtellect 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Bidtellect 收集的与您相关的数据相整合。我们利用发送给 Bidtellect 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Bidtellect 隐私政策
Bing
我们通过 Bing 在 Bing 提供支持的站点上投放数字广告。根据 Bing 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Bing 收集的与您相关的数据相整合。我们利用发送给 Bing 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Bing 隐私政策
G2Crowd
我们通过 G2Crowd 在 G2Crowd 提供支持的站点上投放数字广告。根据 G2Crowd 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 G2Crowd 收集的与您相关的数据相整合。我们利用发送给 G2Crowd 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. G2Crowd 隐私政策
NMPI Display
我们通过 NMPI Display 在 NMPI Display 提供支持的站点上投放数字广告。根据 NMPI Display 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 NMPI Display 收集的与您相关的数据相整合。我们利用发送给 NMPI Display 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. NMPI Display 隐私政策
VK
我们通过 VK 在 VK 提供支持的站点上投放数字广告。根据 VK 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 VK 收集的与您相关的数据相整合。我们利用发送给 VK 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. VK 隐私政策
Adobe Target
我们通过 Adobe Target 测试站点上的新功能并自定义您对这些功能的体验。为此,我们将收集与您在站点中的活动相关的数据。此数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID、您的 Autodesk ID 等。根据功能测试,您可能会体验不同版本的站点;或者,根据访问者属性,您可能会查看个性化内容。. Adobe Target 隐私政策
Google Analytics (Advertising)
我们通过 Google Analytics (Advertising) 在 Google Analytics (Advertising) 提供支持的站点上投放数字广告。根据 Google Analytics (Advertising) 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Google Analytics (Advertising) 收集的与您相关的数据相整合。我们利用发送给 Google Analytics (Advertising) 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Google Analytics (Advertising) 隐私政策
Trendkite
我们通过 Trendkite 在 Trendkite 提供支持的站点上投放数字广告。根据 Trendkite 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Trendkite 收集的与您相关的数据相整合。我们利用发送给 Trendkite 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Trendkite 隐私政策
Hotjar
我们通过 Hotjar 在 Hotjar 提供支持的站点上投放数字广告。根据 Hotjar 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Hotjar 收集的与您相关的数据相整合。我们利用发送给 Hotjar 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Hotjar 隐私政策
6 Sense
我们通过 6 Sense 在 6 Sense 提供支持的站点上投放数字广告。根据 6 Sense 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 6 Sense 收集的与您相关的数据相整合。我们利用发送给 6 Sense 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. 6 Sense 隐私政策
Terminus
我们通过 Terminus 在 Terminus 提供支持的站点上投放数字广告。根据 Terminus 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 Terminus 收集的与您相关的数据相整合。我们利用发送给 Terminus 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. Terminus 隐私政策
StackAdapt
我们通过 StackAdapt 在 StackAdapt 提供支持的站点上投放数字广告。根据 StackAdapt 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 StackAdapt 收集的与您相关的数据相整合。我们利用发送给 StackAdapt 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. StackAdapt 隐私政策
The Trade Desk
我们通过 The Trade Desk 在 The Trade Desk 提供支持的站点上投放数字广告。根据 The Trade Desk 数据以及我们收集的与您在站点中的活动相关的数据,有针对性地提供广告。我们收集的数据可能包含您访问的页面、您启动的试用版、您播放的视频、您购买的东西、您的 IP 地址或设备 ID。可能会将此信息与 The Trade Desk 收集的与您相关的数据相整合。我们利用发送给 The Trade Desk 的数据为您提供更具个性化的数字广告体验并向您展现相关性更强的广告。. The Trade Desk 隐私政策
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

是否确定要简化联机体验?

我们希望您能够从我们这里获得良好体验。对于上一屏幕中的类别,如果选择“是”,我们将收集并使用您的数据以自定义您的体验并为您构建更好的应用程序。您可以访问我们的“隐私声明”,根据需要更改您的设置。

个性化您的体验,选择由您来做。

我们重视隐私权。我们收集的数据可以帮助我们了解您对我们产品的使用情况、您可能感兴趣的信息以及我们可以在哪些方面做出改善以使您与 Autodesk 的沟通更为顺畅。

我们是否可以收集并使用您的数据,从而为您打造个性化的体验?

通过管理您在此站点的隐私设置来了解个性化体验的好处,或访问我们的隐私声明详细了解您的可用选项。