Top 2025 AI Construction Trends: According to the Experts

Artificial intelligence (AI) has been top of mind for industry pros ever since natural language processing (NLP) models like ChatGPT hit the mainstream world over two years ago.

This year was no exception; in 2024, companies intensified their focus on AI. Research from McKinsey reveals that 72% of organizations adopted AI in at least one business function—a significant jump from 55% the previous year.

We can see similar trends in the construction sector. According to data from Mordor Intelligence, the AI in construction market is expected to grow from around $3.99 billion in 2024 to $11.85 billion by 2029, reflecting a compound annual growth rate (CAGR) of 24.31%.

To shed even more light on the topic of AI, we reached out to a number of industry pros for insights on how artificial intelligence will shape the construction industry in 2025 and beyond.


Enhancing Safety and Progress Tracking

Muhammad Khalil Bin Shaiful Bahari
Boustead Singapore Limited

"In 2025, AI will be widely utilized beyond just Generative AI and will be used to track and detect non-compliance of safety measures on the field/site. It will also be used to identify site progress and streamline reporting as it continues to improve in the accuracy due to increase in the quality of data collection."


AI as a Practical Tool for Innovation and Growth

Dr. Giovanna Brasfield
Brasfield & Associates LLC

"With the rapid advancement of technology, AI will continue to emerge as an innovative solution, reshaping the way projects are designed, managed, and executed. By 2025, AI will no longer be a futuristic concept but a practical, everyday tool, becoming an essential part of daily operations. It will drive innovation, enhance efficiency, improve safety protocols, advance sustainability efforts, and support inclusive workforce development. AI has the potential to address some of the construction industry's most pressing challenges more quickly and accurately, opening new pathways for growth and equity.

However, AI will not replace the fundamental need for a skilled workforce, expertise, or lived experience. It also cannot substitute the importance of empathy in leadership and collaboration. Human presence and judgment I envision will remain irreplaceable in driving successful outcomes. A few of my predictions for how I believe AI will shape the construction landscape in the coming year include enhanced project planning and design, AI as a catalyst for aiding to building capacity for smaller firms, improved safety and risk management, sustainability through AI insights, and data-driven DEI initiatives."


From Data Querying to Financial Optimization

Stephen Browne
Autodesk Construction Solutions

"I think to some extent we are already seeing patches of the boom of AI in the industry coming into 2025. There are high-value outputs being gained in use cases such as QTOs and LLMs querying project data. However, I think we will see a maturation of the application into the project finances, for example around liquidity risk profiles of stakeholders, or even connections to commodity prices like iron ore to predict the price of steel, and combined with schedules be able to optimize the batching or JIT procurement of materials in a way that has a positive impact on bottom line and cashflow. Construction lives or dies by the bottom line, and that application of AI into the complex and multi-faceted world of project financials has the most to gain (literally and figuratively)."


Automation, Innovation, and Ecological Construction

John Coroner
Ethos

"Envisioning the role of AI in 2025 and beyond, I predict wider automation, quicker ways to design and construct, new roles and professionals that don’t yet exist in the industry, and better methods of construction using more ecologically based principles and materials."


From Generative Design to MEP Efficiency

Belinda Dillon, MSc
Jones Engineering

"As we move into 2025, while generative design is being utilized in conceptual model development, the rules of engagement are still not quite there for MEP design and coordination, and the code is not intelligent enough to replicate a trade person with years of experience installing pipework. However, Machine Learning can reduce the time spent error-checking model files, and performing clash detection, against a set of fixed rules, or automating the Bill of Material (BOM) and offering a cost analysis or alternative product."


AI-Driven Efficiency and Innovation

Paulo Figueiredo
WSP

"I predict that in 2025, AI will redefine construction for organizations that are ready to evolve. Legacy systems, with their fragmented workflows and inconsistent data, are inadequate for AI integration. AI demands structured, interconnected environments to unleash its potential. Imagine predictive analytics that proactively mitigates risks, AI-optimized designs exceeding expectations, and resource allocation that eliminates waste in real time. These are not distant dreams but realizable outcomes for companies adopting industrialized construction systems. AI thrives on consistent data and streamlined workflows, becoming a catalyst for transitioning from reactive to proactive decision-making. 

AI’s transformative power lies in its ability to empower, not merely replace, human decision-making. However, organizations must make the conscious choice to create the connected systems AI needs to flourish. The question is not whether AI will revolutionize construction but whether companies will be ready when it does."


Focus on Creativity While AI Manages the Details

Nicolas Fonta
Autodesk

"AI is poised to play a transformative role in the construction industry in 2025. AI is being integrated into various aspects of construction, from design to project management, to improve efficiency and reduce errors. In preconstruction and design phases, AI can enhance collaborative efforts by capturing outcomes, decisions, and action items from immersive, collaborative environments. This allows users to focus on the creative and strategic aspects of their work while AI handles the documentation and analysis.  

Looking forward, AI will continue to evolve and will learn to be spatially aware, becoming more adept at recognizing patterns and providing insights that can lead to better decision-making and project management. The integration of AI with immersive technologies like XR will further enhance collaboration and efficiency in the construction process." 


The Rise of Enterprise Data Catalogs and AI Integration

Liz Fox
Barton Malow Company

"In 2025, we'll witness a significant surge in organizations constructing comprehensive enterprise data catalogs and deploying AI solutions—whether custom-built or purchased—to seamlessly integrate data from multiple platforms in their tech deck. This year, we'll prioritize enhancing AI and data literacy industry-wide, with a particular focus on empowering our frontline teams in the field. By arming our field workers with AI tools, we'll streamline daily tasks and drive unprecedented levels of efficiency and accuracy.

The fusion of interconnected data and AI-powered field workflows will be the catalyst for widespread AI adoption in 2025 - elevating project quality, reducing safety incidents, and minimizing rework. I'm particularly looking forward to the prospect of AI transitioning from a passive information provider to an active agent, prompting individuals to act on data-driven insights. While we'll only begin to see the emergence of AI-driven prompts in 2025, their industry-wide scaling in the years to come promises to revolutionize the way we work."


Generative AI and AI Applications Revolutionizing Construction Workflows

Frederic Gal
Bouygues UK

"Looking ahead in 2025, generative AI and AI applications are revolutionizing the construction industry by enhancing various project aspects and workflows. One significant application is AI for Projects, which involves implementing natural language interfaces to facilitate contract and specification inquiries. Additionally, AI-driven graphical modeling tools are being integrated with large language models within BIM to improve design workflows. Another critical area is the increasing knowledge base building, where AI-powered chatbots are being developed to assist non-technical users in navigating complex technical documentation.

Furthermore, monitoring energy consumption on construction sites has become more efficient with the use of AI and IoT sensors for real-time energy usage tracking. Enhanced site safety is also a priority, with computer vision and live camera integrations being leveraged to automatically identify and flag safety hazards. These advancements suggest a proactive approach to leveraging technology and data in construction, paving the way for more efficient and sustainable practices."


Redefining Construction Operations

Eva Hernán García
CAF Turnkey & Engineering

"AI will redefine construction operations in 2025, offering smarter planning, resource allocation, and on-site execution. AI-powered generative design tools will optimize architectural, structural, and subsystems designs, reducing material waste and enhancing buildability. Machine learning algorithms will predict project risks by analyzing historical and real-time data, minimizing delays and cost overruns in the near future.

Automation will expand beyond prefabrication to include autonomous equipment, such as drones for site surveys and robotics for repetitive tasks like bricklaying and welding. AI-enhanced construction management platforms will streamline project coordination by integrating BIM with scheduling and procurement tools.

Safety will benefit significantly, with AI systems monitoring worker behavior and site conditions to prevent accidents. Predictive maintenance will ensure the longevity of equipment and structures, informed by sensor data processed through AI algorithms. AI will also enhance sustainability efforts by analyzing energy consumption and suggesting optimizations during the operational phase."


Improving Efficiency, Enhancing Accuracy, and Enabling Better Decision-making

Jeff Gerardi
Autodesk Construction Solutions

"I often joke with my children about their "weak decision-making muscles," usually because they lack the necessary facts to make quick choices. This concept mirrors a common challenge in our industry. By centralizing project data in one unified location, we unlock AI's full potential to transform operations.

The first step in this journey is consolidating data on a single platform—an effort often hindered by fragmented tools and disconnected processes. In construction, accessible data is critical to scaling a business successfully. AI tools play a pivotal role by improving efficiency, enhancing accuracy, and enabling better decision-making. They analyze vast amounts of project data, predict risks, and optimize workflows. From preconstruction through execution and maintenance, AI tools will continue to empower teams to work smarter and deliver better results."


Proactive AI Decision-making Versus Reactive Old-school Fire Drills

Emmanuel Graves
Autodesk Construction Solutions

In 2025, AI will continue to transform the construction industry. Proactive AI decision-making versus reactive old-school fire drills will be the theme of the future. Tools like Construction IQ will analyze project risks based on outstanding tasks, RFIs, and submittals. Predictive insights will encourage owners, general contractors, and subcontractors to analyze their project data like never before, allowing them to produce metrics and KPIs for evaluating project success. Instead of primarily relying on end-of-project margins to determine success, automated monthly data analysis will be enabled with dashboards monitoring job performance, installation efficiency, and resource management.

Partnering with AI tools like AutoSpecs will continue to be a trend, especially when reducing admin costs, with faster abilities to query specifications, mitigate risks, manage project closeout, and maintain all building code requirements. A multitude of Contech AI tools will continue to emerge, making it crucial for construction teams to identify the most important bottlenecks holding up their operations. Effective research and organized evaluations will be the key to solving real-world problems with artificial intelligence in the construction industry.


Enabling Project Teams to Work Smarter, Not Harder

Karima Jones
Turner

"I think AI will be a tremendous asset to construction in 2025. The construction industry is in high demand, and we struggle to maintain qualified labor and attract the newer generations to our craft. AI will help automate some of the tedious portions of our job, while aiding our project teams to be able to work smarter, not harder."


Expanding Collaborative Knowledge and UI/UX Differentiation

Miyoshi Kouhei
TAKENAKA CORPORATION

"In my opinion, as the development of RAG-like environments that connect each company's unique knowledge with LLMs progresses, I believe the collaborative domain of knowledge will expand, and UI/UX differentiation will become a focal point in 2025. Along with these developments, I think the establishment of highly versatile protocols and schemas for information integration will become increasingly important and will continue to advance. Since having well-organized company workflows and protocols is a prerequisite for utilizing these schemas, I would like to proceed with organizing such information, albeit belatedly."


Improved Digital Tools in the Field

Ziqing Liew
Sunway Property

"AI will change the way field personnel approach digital tools, be it in 2025 or a few years from now. The previously much-hated admin / desktop work such as raising permits, forms, RFIs, asking and managing latest drawings could be done a lot more conversational via mobile.

In other aspects, generative AI will be a good assistant to speed up works in all phases of project lifecycle in 2025. AI agents can be created for various tasks, such as performing checks on legal documents, identifying risks in preconstruction phase and comparing specifications of different products, all done near real-time. Therefore, we see increasing digital investment in AI in many companies."


Significant Boom in Construction-focused AI Investments and Solutions

Hannu Lindberg
DPR

"There is going to be a significant boom in construction-focused AI investments and solutions, with lots of hype and promise in 2025. The benefit of these investments is the advancement of LLM’s for the construction industry for the vast processes and workflows we are hoping to streamline and support. AI/ML will help us get steps closer to accessing information faster, but the challenge we still need to overcome is our disconnected and siloed processes, and the relationship of all those data sets.

My intuition is we will continue to see advancements in AI/ML powered voice, image, and video recognition solutions. This should help the industry make some strides in areas such as safety planning and progress tracking. It will take us a little longer to gain the real insights until the LLM’s mature and are trained to deal with our industry’s vast and unstructured project management information."


Analyze, Automate, Augment with AI

Jim Lynch
Autodesk Construction Solutions

According to our most recent State of Design & Make Report: 

  • 66% of industry leaders in our customer sectors predict that AI will be an integral part of their business within two to three years. 
  • 80% of leaders agree that AI will enhance their industry. 
  • 31% of leaders say that digital transformation has improved their productivity.  

More and more, industry leaders are understanding and utilizing the power of AI. We are seeing more digitization to capture critical project information which fuels AI and machine learning. Armed with this data, teams are using AI to: 

  • Analyze previous project information to predict issues on future projects. 
  • Automate tedious, non-value add tasks during design and preconstruction. 
  • Augment project team’s efforts to accelerate the design and construction planning processes. 

These advancements lead to more confident decision making, better resource utilization, and reduced issues throughout the project lifecycles.  


AI-Driven Chatbots: Revolutionizing Interaction with Construction Data

Dominic Martens
ICON

"AI will transform how data is utilized in construction by automating mundane tasks like drawing reviews and change detection. When combined with Workato, AI can drive workflows that flag significant drawing changes and automate data distribution via Autodesk Construction Cloud. This ensures that project teams always work with the most relevant and up-to-date information.

Workato stands out as the pivotal tool for connecting data from multiple sources into Autodesk Construction Cloud. For example, integrating payment applications like Payapps through Synergy into Autodesk Construction Cloud’s Cost Management module provides a comprehensive financial view of projects. These streamlined workflows enable project teams to spend less time on manual data entry and more time on strategic decision-making.

AI-powered chatbots built with Workato are a game-changer for interacting with construction data. These chatbots can access data stored in Autodesk Construction Cloud, allowing users to query and retrieve information directly from a chat window. Whether it's asking for the latest project status, accessing BIM model data, or reviewing compliance with BIM Management Plans, these chatbots make complex data easily accessible, reducing the need for specialized knowledge and manual searches."


Advanced Analysis Capabilities for Real-Time Insights

Sumit Oberoi
Autodesk Construction Solutions

"In the construction industry, AI has the potential to transform the sector significantly in 2025. By providing advanced analysis capabilities, it can offer relevant and actionable insights in real time, enabling teams to make more informed decisions on a daily basis. Additionally, AI can automate processes, reducing low-value work by streamlining steps or workflows that are typically manual, time-consuming, and error-prone. Furthermore, AI can augment human creativity and exploration, enhancing the speed, quality, and breadth of options available to optimize design and construction efforts. Overall, AI's integration into construction can lead to more efficient, innovative, and effective project outcomes."


AI in Construction: From Walking in 2024 to Running in 2025

Matt Racher, Senior Customer Success Manager
Autodesk

"If 2024 was the year that AI in construction started to walk, then 2025 will be the year it starts to run. In 2025, I predict AI will significantly impact the construction industry by enhancing productivity and addressing labor shortages. Whereas AI in construction was previously geared towards identifying risk factors, like our Construction IQ feature has been doing for years, AI-powered tools introduced this year will aim to simplify difficult workflows and reduce the amount of time spent on repetitive, manual tasks. Project teams spend too much time searching for data and on rework, resulting in an impact on project performance.

While it is still important to have AI tools that identify important information in the background proactively and help teams make informed decisions, users are now also in need of responsive AI assistants at their fingertips who can parse and understand project data better than any human can. Integrating AI into everyday construction operations will enable better project management, coordination, and optimization, leading to more efficient and cost-effective construction processes."


Combining AI with Innovative Applications for Project-Specific Challenges

Amr Rafaat
Windover

"One of the most effective ways to leverage AI in the AEC industry in 2025 is to avoid viewing it as a standalone solution but rather to combine it with other innovative applications to address project-specific challenges. For example, by leveraging generative AI alongside generative design, teams can automate tedious modeling tasks, streamline drawing reviews, and optimize QA/QC workflows. By 2025, AI is expected to further enhance predictive analytics for risk mitigation, enabling teams to automate project-specific approach comparisons, such as evaluating prefab construction versus traditional methods, while assessing cost efficiencies and schedule acceleration."


Leveraging Big Data from BIM Models and IoT Devices for Risk Prediction

Josha van Reij
Arcadis

"AI will play a pivotal role in optimizing construction processes in 2025. By leveraging big data from BIM models, IoT devices, and historical projects, AI will enhance data-driven decision-making, predicting risks and improving cost-effectiveness. Automated design tools, such as generative AI, will enable rapid design standardization and validation, significantly reducing errors and project timelines. Additionally, AI models will be employed for predictive maintenance, monitoring infrastructure to prevent failures, and extending asset lifespans. Furthermore, generative insights provided by AI will facilitate scenario planning during preconstruction, enabling adaptive and efficient project planning. Overall, the integration of AI will revolutionize the construction industry, driving efficiency and innovation."


The Unseen Necessity of AI: From Novelty to Necessity

Melissa Schulteis
Miron Construction

"AI is a tool no one realizes they need until they use it, and it will become something they can't live without. We continue to see AI incorporated into our tools at a base level, like suggestions while searching or writing emails. I predict in 2025, AI will continue to assist us in construction when we seek it out. Our tools will begin to incorporate it more and more. But this next year, I think the user will have to initiate the interaction in our tools by opening an AI window for services. I think as AI expands in the future, it will just be incorporated into what we do. We cannot be afraid or avoid AI. It will be a part of the construction industry whether we want to use it or not. We need to embrace it as a tool to take our industry forward."


Automating Repetitive Tasks with AI in Construction

Hantong Song
Meta

"As AI becomes increasingly integrated into vertical industries in 2025, the construction sector will likely see a rise in AI-driven tools to automate repetitive tasks and organize construction data for search and analytics. Once construction data reaches a critical mass, Preconstruction will benefit significantly from predictive insights and optimization, leveraging historical data to improve planning and decision-making."


Accelerating AI Adoption in Construction Through Technology Partnerships

Jennifer Suerth
Pepper Construction 

"For the last couple of years, a lot of companies have put resources into "learning what AI can do," as well as creating internal chatbots. This was in an effort to protect their own data, as well as try to innovate with a type of AI that was easier to understand and execute, natural language processing (NLP). In 2025, there will probably be less internal development of AI in the short term and a shift to leveraging AI through 3rd party solutions. Right now, many of us are putting more pressure on our technology partners to utilize AI, especially since we would be pulling the data within those systems out anyway for our own AI usage.

After 2025, we should eventually see the focus internally be more on opportunities where multiple systems or different data sources need to connect. If you are only using data within one single platform, then these 3rd party software companies will eventually catch up and leap ahead of anything produced in-house. This is due to their accessibility to more companies’ data than just our own, as well as more developers. AI has unlimited potential, and it will take time to see the full benefits, but in 2025, we should start seeing some real applicable and effective use cases coming out of our technology partners, quicker than what most construction companies could do internally."


Collecting and Analyzing More Data with AI Efficiency

Seth Waddell
Kwik Trip

"AI is taking on a whole new meaning, year over year, and Autodesk Construction Cloud seems to be paving the way for this in 2025. AI is already amongst us, and it is being used at construction sites all over the world. Familiarization with the tool will be what it takes to get that next step for most businesses. Once they are exposed to AI and see how it can take care of some of the less technical tasks around them to save time and energy, the ROI will be huge. In 2025, AI is going to save GC’s thousands by allowing them to collect and analyze more data in less time and with more efficiency."


Maximizing Profitability with AI

May Winfield
Buro Happold

"We have all heard the expression “data is the new gold”, and no doubt AI will feature heavily in 2025 as organizations seek to maximize the profitability and benefits from this valuable commodity. The use of AI will likely be focused first on the quick wins, e.g. collation and formatting of data and initial design renderings, as the available tools for wider uses develop into viable products. I expect the fear and hesitancy of using AI will disappear as it becomes as common as using Google to search for the answer to a query. As we are already seeing at the end of 2024, client requests or acceptance of the use of AI tools and platforms will likely become a more regular occurrence in bids and proposals in many key regions, with the resulting necessity to develop standardized internal processes and documentation to implement them."

Jenny Ragan

As Managing Editor - Content Marketing, Jenny oversees the execution of content strategies and implementation across the Digital Builder blog, podcast, and video channels. She has been working in the marketing side of the AEC industry for the past 15+ years and is the cornerstone of content marketing channel production, owning core editorial calendars and working with internal collaborators and external vendors and contractors to keep all deliverables moving forward.
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We use Amplitude to test new features on our sites and customize your experience of these features. To do this, we collect behavioral data while you’re on our sites. This data may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, your Autodesk ID, and others. You may experience a different version of our sites based on feature testing, or view personalized content based on your visitor attributes. Amplitude Privacy Policy
Snowplow
We use Snowplow to collect data about your behavior on our sites. This may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, your IP address or device ID, and your Autodesk ID. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our features. We also use advanced analytics methods to optimize your experience with email, customer support, and sales. Snowplow Privacy Policy
UserVoice
We use UserVoice to collect data about your behaviour on our sites. This may include pages you’ve visited. We use this data to measure our site performance and evaluate the ease of your online experience, so we can enhance our platform to provide the most relevant content. This allows us to enhance your overall user experience. UserVoice Privacy Policy
Clearbit
Clearbit allows real-time data enrichment to provide a personalized and relevant experience to our customers. The data we collect may include pages you’ve visited, trials you’ve initiated, videos you’ve played, purchases you’ve made, and your IP address or device ID.Clearbit Privacy Policy
YouTube
YouTube is a video sharing platform which allows users to view and share embedded videos on our websites. YouTube provides viewership metrics on video performance. YouTube Privacy Policy

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

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