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Beyond BIM: Transforming the AEC Ecosystem Through Productization

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Description

General contractors, like Bouygues Construction, face new challenges: skilled workforce shortages and a need for sustainability engagement (carbon footprint reduction) and high quality. Compared to the manufacturing industry, the architecture, engineering, and construction (AEC) industry has been struggling to improve productivity for years. To tackle these challenges, we need to transform our ways of working by going beyond building information modeling (BIM)-expected outcomes. Our dedicated team SmartFabrik embeds engineering methodology as a new approach to construction in functional bricks. These bricks maximize knowledge and know-how management (from all actors at all steps). Through this new modularity, we can produce deliverables that meet the jobsite's actual needs and requirements. This process is a foundation of Building 4.0, moving from multitrade on-site activities to modules and tasks' assembly. The as-built model is the starting point for the future digital twin. During this class we'll illustrate the approach with the MEP Riser module using Manufacturing Informed Design software.

Key Learnings

  • Explore why transformation is necessary.
  • Discover the roots and impacts of productization.
  • Learn about building new construction methods to tackle future goals (productivity, knowledge management, sustainability).
  • Learn how to create an implementation plan toward productization.

Speakers

  • Avatar for Bertrand de PEUFEILHOUX
    Bertrand de PEUFEILHOUX
    After 11 years, working as structural engineer for Bouygues Batiment Ile de France on ambitious projetcs in the region of Paris, i choose to dive into BIM and digital Transformation. First as BIM software manager for Bouygues construction during 2 years, then in joining in 2019 the Business Modernization project of Bouygues Construction : Digital Project Management Platform.
  • Romeo Sanches
    I started as a civil engineer working in the field and back-office for a general contractor based in Portugal : an amazing experience with great challenges (from bridges to hospitals) and great professionals trying to transform the construction processes through organization, quality and innovation. I then worked in a startup incubator in France supporting entrepreneurs, the national startup contest for sustainable construction and launched the virtual construction space (a BIM and VR center). I finally joined Autodesk France to support strategic AEC customers in their digital technology adoption.
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Transcript

ROMEO SANCHES: Good afternoon, good morning, or even good evening, depending on the time you are watching this recording about the next LEGO Movie. You will see that we will speak a lot about LEGOs during this presentation. And yes, we choose the very long title class with buzzwords like BIM, ecosystem, transformation, but we wanted mainly to talk about productization, quite a fancy name for LEGO blocks in fact.

And yes, this could have been our exact summary slide. This class is about a construction company and the technology player joint vision about what should be and will be the construction industry in the future, when beam will go beyond design transformation and also impact the construction methods introducing modules, blocks, bricks, LEGOs, you name it. Just don't take a look at safety procedures in this picture. Definitely everything that shouldn't be in the future of the job sites.

Now, let's dive into the structure of this class. We will introduce ourselves and Bertrand will present more deeply with Bouygues Construction. And what is the point of view on actual steps made by Bouygues on productization, how it impacts people, processes, and markets.

I will then show what is Autodesk's point of view as a technology enabler and detail a new solution we are building to support digital workflows of productization. The last part will go through a long-term vision. And our big wish about our productization will impact the construction ecosystem in all its components-- players, tools, and projects.

As a reminder for this class, here are the learning objectives. Explore the why of productization. Discover from where it is coming and its impact on construction methods. And finally, feed your inspiration to implement productization from Bouygues's experience.

Sorry. I forgot to introduce myself. My name is Romeo Sanches. I'm a civil engineer who worked for more than 10 years for a general contractor before joining a startup incubator in France, where I supported business creators to develop their projects in the domain of sustainable construction. I also created a BIM and VR center there before I joined Autodesk in 2015 to support strategic Autodesk customers, like Bouygues Construction. Happy to be here to give some kind of context about how Autodesk is looking at productization, and how it matches Bouygues's vision on industrialization.

I will let Bertrand introduce himself and explain who is Bouygues.

BERTRAND DE PEUFEILHOUX: Hi, everyone. My name is Bertrand de Peufeilhoux, and after more than 10 years I spent in the structural design office of Bouygues Construction on major and iconic projects, I choose to take the turn of the BIM in our company. At first, as a BIM software manager during two years and then since four years in working to modernize a way to build and to transform our company.

I'm very happy to be here in front of you. It's my third AU, but it's the first time on stage. I'm fond of innovation. And I'm deeply convinced of the need for our industry to move forward and to transform itself. During this class, I hope to succeed in explaining you the transformation journey Bouygues Construction is involved in.

My French company, Bouygues Construction, is a subsidiary of the Bouygues Group. It is a main group in France business landscape. It has different activities-- building, of course, energy and services, medias, telecoms. Bouygues Construction and its size counts for more than 32,000 employees and has activities all over the world. It is a major actor in construction during all phase of projects and on every type of projects, building in France and abroad, infrastructure, industrial projects.

As you can see on this slide, here are some here are some key figures for Bouygues Construction last year, such as 9.3 billion of sales, 14.1 billion of backlog, and 60% of sales outside of France, and of course, as I said, worldwide activities on every continent. Since 2002, we have operated as a general contractor through our subsidiary, Americaribe, in the US and Caribbean construction market. Brickell City Center in Miami and Waterfront Hotel in Trinidad and Tobago are some of our iconic and large-scale projects. Our company carries out construction projects of all kinds with tunnels, bridges, public buildings, housing, offices, data centers, or even infrastructure for carbon-free energy, in brief, a very large scope of construction activities.

Now, let's dig into our today's topic. My purpose here is to share with you the state of our IOC industry and how productization could be a real opportunity from our point of view. As maybe many of you, me and my four kids are huge LEGO fans. So please let me now tell you a short LEGO story.

Last June, Bouygues Construction has celebrated the 60th anniversary of the foundation of the Order of Minorange. It's basically the elite of Bouygues workmen. On this occasion, our department was asked to illustrate to our best workmen the impact of digital on their daily work. What a tough mission.

We choose to make them realize it on their own with a funny challenge-- assemble our iconic [INAUDIBLE] you have on screen with LEGO bricks in 30 minutes. So 100 workmen had been sorted in 30 groups, each group had a part of the building to assemble. OK? A special attention was paid to the interfaces between blocks and with the base.

At first, on the right, they were given traditional deliverables of the building, such as 2D views or non-detailed 3D views. And the needed LEGO bricks had to be sorted. Then, on the left, they were given detailed assembly instruction. This symbolizing the know how embedded in the module thanks to the digital twin the platform, the workflows. And the sites components of the module have been sorted and kitted for a better efficiency. This symbolizing what digital could bring to logistics.

As you can see in the next slide now, the result is quite impressive. These pictures are more remarkable than a long lecture. Without digital, barely nothing has been assembled when 29 modules out of 30 were completed in only 30 minutes with digital.

Those guys, skeptical at the beginning of the exercise, were totally convinced at the end. They will be the first ambassadors of the transformation approach we are implementing at Bouygues Construction. They made a stunning proof of digital new way called productization. During this session, we'll explain to you what this consists of.

Today, IC industry faces several strategic challenges. Of course, obviously, we are all aware of climate emergency. Our industry is the world's largest contributor to solid waste globally. And this situation imposes us to act and to act now.

It is also a fact that there is a huge lack of productivity in our industry. In the same time, productivity of other industries has doubled but does remain flat for IC. Another challenge-- there is a main scarce of skilled workforce. It is necessary for construction companies to simplify the way to build.

Let's have a look now to the as-is situation of our industry. I propose you a parallel with the organization of human body. We, all of us, are all made of the association of different system-- blood, digestive, respiratory, muscular, bone system. Similarly, our construction projects are organized by trades-- structure, HVAC, MEP glazing-- as many layers overlapped in the project. It is then necessary to coordinate every mockup, every disciplines, but despite this coordination, all productivity troubles on site take place at the interfaces between these trades.

And to illustrate this interfaces between trades, we have chosen to study the case of a senior care home bedroom. On this slide, there is a logical diagram of this senior care bedroom as it is organized today with all the different systems, even if-- and I'm sorry this slide is still in French-- you can easily see that there are a huge number of interactions between each of these systems. In this case, based on this logical organization, it is almost impossible to industrialize this product.

In comparison, it will be like having the seat of your car, for instance, connected separately to the entire car chassis to the battery to the heating system. Hopefully, it is no more the case. Indeed, the city interfaces are standardized today-- a single rail, a single electrical cable with standardized plug. And our idea is to apply the same modular approach to construction.

As the human body can be modularized by members, we want to cut the building per blocks per multi-threaded modules, for instance, a global room, partitions, a wall with all layers, doors or windows, and so on. Therefore, with this approach, if the same logic diagram is drawn, multi-threaded modules are much more decoupled and less variability propagates from one module to another. As a result, it is possible to industrialize at the scale of these multi-threaded modules and on this case, technical riser, partitions, bathroom external wall, and so on. And this reorganization of the product is named system engineering. And it is at the core of a modular approach.

And this global philosophy is what we call productization. It is a new way to build through integration of ready to use modules. Each modules are designed with a mindset of virtualization of [INAUDIBLE], flexibility and maximal reuse of components. Each of these modules has a controlled but sufficient variability. And a special interest is placed also on the definition and standardization of interfaces between modules.

These modules are parametrical, embed generative design, and produce relevant deliverables for people on site. At the level of each module, industrialization generates a sensible financial gain but also a reduction in the carbon footprint. So global integration of modules brings enough customization to clients. To sum up, the will is to standardize the process but not the product.

During the past years, very promising proofs of concept have been carried out. I mean, non-bearing partitions in Thailand, concrete wall for educational projects, pre-assembled technical advisor, and so on. On that base, brick construction has decided to adopt productization using an incremental approach to create industrial product lines. We call them bricks. It is also the new name of our department. And these bricks are a tool to virtualize construction in order to better capitalize, to better share it to less skilled people.

To begin, we have chosen a simpler scope-- the residential sector. It is the largest market. It is highly replicable, and it is less sophisticated.

In fact, productization, this transformation Bouygues Construction wants to achieve, is at the junction of two main transformations-- industrial transformation in developing this industrialized bricks to create product lines for building, but also a digital transformation because we need a platform to virtualize, to store, to share these bricks. We need a tool to instantiate these bricks developed off-cycle and to put it in the cycle of the project. We need to make them used directly by people on site through simple tools, such as web tools, in order to create the [INAUDIBLE] model. Therefore, there are two major axes in Bouygues Construction transformation strategy-- collaboration to create the platform needed to digital transformation and industrialization through productization.

ROMEO SANCHES: Thank you, Bertrand, for giving the business context. That shows how industrialization and productization are key to really transform the industry. I would say that Autodesk is also in this journey of industry transformation since its infancy more than 40 years ago.

But what we realized with industrialized construction is that it is not just a digital transformation, as Bertrand mentioned. It has to deeply connect with the physical world and the many stakeholders of the construction industry. That is why we are aware that industrialization in the field will be a joint venture with our technology partners and thinking about hardware providers or digital specialist providers, but also with our customers, like Bouygues Construction.

To partner with our customers, it is important to recognize their challenges and understand where we could be of some help. It is a slightly different view from what Bertrand presented. But it is our way of capturing customer needs to develop a solution.

First, the fundamental problem is that building designs decisions are made in a vacuum without any information about what can actually be made. The workaround is to capture intents to successively add detail and to regularly review with all stakeholders. This is manual, slow, and reactive. The processes used by the industry are disconnected so data cannot be acted on automatically and cannot scaled.

We think those three main statements could be solved, not entirely, but we would highly contribute to lower their impact. And it would be just applying manufacturing techniques. Look at a project with configurable products to assemble. And lastly, rethink the design approach to reuse manufacturing techniques and to assemble the products.

But we cannot transform construction without a clear view as well on what is the easiest process. As shown in this schema, this is a traditional building workflow, very project-based with the common personas from architecting design to operate phase with owners or designated operator. If we want to bring industrialization and productization, there is a transversal new phase throughout the project life cycle. And it would be common to every industrialized construction project. That would be called productize phase.

This is not a new phase. If we look at existing building products, such as elevators, for instance, the idea of productization is to extend the range of building products to the traditional in-situ fabricated elements. It requires to extend the catalog of configurable products that would fit the design phase.

That catalog should ensure that those new products would be predefined to ensure constructability and efficiency. Bringing that new phase is also bringing new personas with a different scope than the traditional ones. We are not sure yet if this denomination will stay or another fancy name could be defined by industry, but we are convinced that this role will mix skills from manufacturing and AC to bring to the marketplace a product that is enough configurable to fit market and design needs, as well as enough precise to ensure reliability of costs, fabrication constraints, and final delivery and assembly. We think Autodesk should help bring this productization effort to a larger scale by delivering tools for product engineers that are integrated to the workflow of existing personas like architects or general contractor.

So when we looked at the current Autodesk portfolio and specifically on the manufacturing side, we have in fact a strong base of capabilities already available to ensure the productization modeling, productization drafting, data, life cycle management, but all in the silo of the manufacturing workflows. That is why we launched last year a new incubation team or innovation team, if you want, called MID, Manufactured Informed Design. And the MID mission statement is all about connecting manufacturing to the AC silos with a clear aim to improve productivity and sustainability.

An industrialized approach that could be in a sense a risk control or a certainty control to achieve those goals. Certainty of manufacturing and assembly that would ensure certainty of costs and time to install. Certainty of material used to reduce waste and guarantee carbon impact.

And for that, we don't need to start from scratch. Tools are already available and custom made for two of the personas mentioned earlier. In fact, if you look at the designers and architects use tools like Revit, but don't capture fabrication level of detail, which forces subcontractors to define those details for every project. There is a missing tool here, probably AutoCAD for detailing in the traditional process. But subcontractors could define these details and would benefit from using Autodesk Inventor for these new processes.

We don't say that subcontractors should change from AutoCAD to Inventor as productization will change also the way execution details will be sent to subs. In fact, productization for construction is the bridge between our building designs and what we make to include in those buildings. The detailing will be under a fabricator scope, as they will need to prepare engineering models for the assemblies they make throughout a lot of different projects. To attend many different projects needs, they will define what is standard and what varies and capture as rules to include in these models.

Don't get me wrong. Standardization doesn't mean building always the same project. And this library content that will be available on Revit is dynamic and not static. In fact, designers can interact with this content and customize it for fitness in their projects.

Here is how MID makes that possible. First, a product engineer captures their manufacturing knowledge as building products. Using Inventor, they define and publish reusable and configurable building products. Second, a designer using Revit customizes building products to meet their needs and places them in their projects.

Third, one of these products need to be produced. A production engineer will automatically create all the information required to make them. Each of these actions are connected to the MID service running on the Autodesk platform. Within that and the underlying platform, you can state several benefits. Productization means you can deliver the right information to the right people right away. Even non-CAD users can access models and generic detailing information.

When using a dynamic product template, an architect specifies the desired outputs to meet their needs for customization. So a bidding element will be considered as a product template. And these templates are used to generate all the needed information and output required for downstream processes, such as LOD 100 or 200 models, bill of materials, renderings for quoting, material ordering, shop drawings and more.

Let's deep dive on the platform main interactions and see a potential workflow. First, as a maker of product brick, the product engineer will define templates with inputs rules constraints to define these construction products. And publish those templates into a catalog so it is discoverable. Then an architect, for instance building a stadium, will need to incorporate an item from a catalog and search a template just like they do today, except that she or he will find a customizable one in the cloud.

Then they will create on-the-fly their custom products from the template and place them in their projects. And lastly, as a fabricator, they will detect the templates and specific configurations incorporated in that project data. And have all the information they need to create quotes, fabrication, and documentation. That productized workflow creates certainty for all parties-- certainty of fabricability, material need, costs, assembly on site. And this complements Bertrand's presentation on the digital workflows required to address different personas, responsibilities, and interactions between those personas. This require to go beyond BIM.

Let's look now about how this productization effort will drive change beyond BIM to the AC industry, starting again by [INAUDIBLE] vision with Bertrand.

BERTRAND DE PEUFEILHOUX: Thank you, Romeo. Our transformation project is linked to a strategic vision of [INAUDIBLE] the industry, a vision in which construction site is no more a place to transform materials, but much more a place to assemble products. These products could have been prefabricated or pre-assembled in micro factories near to the site. All along the project phases, a digital twin made of bricks of productization is put in place to detail what is to build to simulate methods of construction, to support dynamic of the construction site and this build. Every stakeholders of the project will be connected to this digital twin through a digital platform. As a result, a digital twin, this digital twin, will be the unique referential of the project.

Concerning the bricks, here it is what could be a theoretical workflow for projects. At the center, you will find our common data environment platform in which are developed and stored our bricks within libraries. At the beginning of the design phase, the right bricks for the project are chosen and configurated through web configurators. And then exported in IFC format to partners.

Configurated bricks are imported and taken into account in BIM models without any imposition on BIM software. And then, when we retrieve the BIM models from the Project Management, we can use them as specifications to instantiate the bricks in the execution phase within the digital twin. [INAUDIBLE] the instantiated bricks produce automatically detailed deliverables for the project, such as bill of quantities, show drawings.

And as I mentioned before, our tactical option is to begin with residential sector. On that base, we began to cut the building into multi trades bricks, each distributed in seven families corresponding to the different physical parts of a building, for instance, structure, covering, ground adaptation, partitioning, MEP distribution, and so on for a global amount of 45 bricks. At the end, we aim to integrate 80% of these bricks in a building. In short, to take advantage of industrialization on 80% of a project.

This leads us to how brick construction developed its industrialized brick. First, a scoping is done to build a framework of the study. Then a double approach is put in place. On one hand, a top-down theoretical analysis-- product system engineering, variability analysis, business rules, carbon footprint, return on investment, and so on and on. And on another hand, a bottom-up collaboration with a worksite to get practical feedbacks, trouble and needs, industrialization opportunities.

And this double approach is validated in a dedicated meeting with the top management. And then developers begin to program the algorithm determined by the previous study. After that, the brick is tested first in proof of concept on worksite but not for production. And then in another worksite in a run for production. And the process of continuous improvement starts there, and the brick is regularly updated.

And we are convinced that this beyond BIM productization image will tend to transform the global ecosystem in the next decades. This will lead to the emergence of new players, such as virtual makers, who will develop their own bricks. These multi-threaded bricks made of prefab or not prefab components, new or reused materials will be able to be pre-assembled in micro factories near to the site.

General contractors on their own will tend to evolve and become, I think, bricks integrators or bricks resellers through marketplaces. In brief, a deep transformation of our industry to meet the strategic challenges of the coming years I detailed you at the beginning of the session. And what about Autodesk vision, Romeo?

ROMEO SANCHES: Thanks, Bertrand. Now, let's back to the digital workflows and how Autodesk envisioned the technology and data flow in this productized approach. As previously presented in industry last construction mission, we want to enable the connection between silos bringing certainty, risk control between phases, and personas. The vision is to launch verification services that validates the constructability. Fabrication accuracy and assembly clearing directly from a design authoring tool like Revit.

This vision are started with the product's template approach, which are dynamic components. It will not end with the launch of verification service, as we will have some plans to go beyond modeling placing dynamic components to scan an existing project and map where some elements could be replaced by dynamic components, and even push the automation further with computational design based on dynamic components. And let's start with what is now available.

As we described before in the introduction of Autodesk point of view on productization, our solution has three components. There is an add-in for Inventor for authoring and publishing building products templates. There is an add-in for Revit allowing architects to customize and place building products in their projects. And there is a web application for automatically creating project outputs. Each of these components connects to Autodesk Docs for their storage needs. And a single entitlement will make all three components available to Inventor and the Product Design Collection, as well as to Revit and the AEC Collection.

Autodesk verification will be an Autodesk Platform Services, but provides in-product experience. In Inventor, Revit and how web app, the add-in Revit will be referred as to Verification for Revit. The one in Inventor will be referred as Verification for Inventor. And the web app will be referred as Verification for Output Automation. That is what has just been released.

Let's now look at the future. Let's say we have a catalog of a dynamic component. But the designer has not used them. The productization approach will then be starting on step two-- selecting elements that could be matched with a dynamic component available in the catalog.

The MID platform would then validate which elements could be mapped with a dynamic component. And then in step four, propose some changes, correct values, or choose the best fit approach. For a full project, like in step five, we could then review all elements that could be productized and build a product implement plan for that project.

Let's look now even further in time and even sooner in the project life cycle and preliminary phase with Forma, Autodesk Forma. Instead of just space configuration, some entire models could be fitted or proposed to the designer based on existing catalog of modules. With this approach, it could be a quicker way to generate detailed solutions to accelerate design processes and to enable data-driven decisions with detailed analysis based on manufacturable components. This would allow optioneering based on multiple suppliers of components and some earlier visualization of solution results.

Here is a mock-up video showing what it could bring if we have a fully modular building approach with a catalog of defined models, specific constraints in connecting them, and using generative computing to explore solutions and configurations. Quite a cool approach for modular suppliers. Up to you.

BERTRAND DE PEUFEILHOUX: Let's go back to our main goals with this class. We hope we help you to understand the why of productization and how convergence of construction and manufacturing is changing the process and personas. And also, somehow felt inspired by the trailblazing approach of will.

ROMEO SANCHES: As you saw, Autodesk shares the same vision of convergence and has started this bridge creation between tools to enable productization for each personas. To sum up, productization is about bringing certainty in construction methods and planning. A true transformation that goes beyond BIM and impacts job site in their assembly approach, but also beyond actual BIM design with more computational possibilities. Many Thanks for your attention during this class. Goodbye.

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We use Google Analytics (Strictly Necessary) to collect data about your behavior on our sites. This may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, and your Autodesk ID. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our features. We also use advanced analytics methods to optimize your experience with email, customer support, and sales. Google Analytics (Strictly Necessary) Privacy Policy
Typepad Stats
We use Typepad Stats to collect data about your behaviour on our sites. This may include pages you’ve visited. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our platform to provide the most relevant content. This allows us to enhance your overall user experience. Typepad Stats Privacy Policy
Geo Targetly
We use Geo Targetly to direct website visitors to the most appropriate web page and/or serve tailored content based on their location. Geo Targetly uses the IP address of a website visitor to determine the approximate location of the visitor’s device. This helps ensure that the visitor views content in their (most likely) local language.Geo Targetly Privacy Policy
SpeedCurve
We use SpeedCurve to monitor and measure the performance of your website experience by measuring web page load times as well as the responsiveness of subsequent elements such as images, scripts, and text.SpeedCurve Privacy Policy
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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Improve your experience – allows us to show you what is relevant to you

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

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Customize your advertising – permits us to offer targeted advertising to you

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

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