In this session, we'll explore the intricacies of drainage design workflows for transportation projects, including rail, roads, and highways. Using Autodesk's InfoDrainage and Civil 3D software, we'll present a streamlined workflow that facilitates the interaction and data exchange between both software solutions, with a special emphasis on drainage for transportation-related projects. One of the key learnings will be spotlighting the data exchange and results migration capabilities between civil design software (Civil 3D) and drainage design software (InfoDrainage), without the interjection of spreadsheets. Additionally, we'll highlight InfoDrainage software's machine learning (ML) deluge feature, with emphasis on its potential to expedite the concept and early planning process by rapidly identifying ponding locations on a site. Testing data showed the ML deluge outperforming traditional deluge by identifying ponding on a site in four seconds compared to more than nine minutes.

In today's rapidly evolving technological landscape, digital twins are revolutionizing traditional business models in the architecture, engineering, construction, and operations (AECO) industry. The technology is not only transforming the way businesses operate, but it's also paving the way for innovative business models, enabling organizations to gain a competitive edge in the global market. A digital twin is a physical object's virtual replica that connects static, spatial, and real-time data from the real-world counterpart to provide valuable insights for the user. It integrates with additional tools that may use machine learning and AI to provide additional value in asset operations and management. This panel will explore how companies are using digital twins to build innovative business models. The panelists will discuss how they are augmenting existing deliverables, creating business opportunities, and diversifying short- and long-term revenue streams while building whole-lifecycle relationships with their clients.

Researchers and facility managers at the University of Florida collaborated on implementing Autodesk Tandem software in facilities and asset management (FAM) operations with the goal of understanding how digital twins (DTs) can improve operational efficiency, automate repetitive tasks, and enhance preventative maintenance. Get an in-depth understanding of how we flawlessly integrated sensor and actuator device data using an academic building's Revit model in Tandem to create a DT that monitors facility performance in real time. Explore the benefits that facility managers gain from incorporating operations and maintenance manuals, cut sheets, wayfinding capabilities, and system tracing into DTs, as well as visualizing their occupancy rates and usage. Implemented effectively, DTs can yield significant ROI by fostering efficiency, spurring innovation, and providing a competitive edge. Future plans include creating a campusverse of DTs, using FAM data to transition to cognitive DTs, and using DTs in the formulation of a comprehensive campus FAM strategy.

This session is a high-level strategy road map of how companies with a large project portfolio can use Autodesk Construction Cloud to take pragmatic steps within the Autodesk Construction Cloud user interface to benefit both in the short term and long term. We'll use real-world examples using Amazon Transportation Engineering Services (TES) as a case study. We'll work through the practical planning of using cornerstone Autodesk Construction Cloud features such as Issues and Forms, and we'll look at how building on the use of these features can lead to powerful QuickSight dashboards, and, later, robust machine learning. The presentation will be broken down into three categories: 1) The Foundation: using out-of-the-box Autodesk Construction Cloud features with specific use cases; 2) The Frame: building automations and integrations to aid in manual efforts (with a focus on Autodesk Platform Services); and 3) The Roof: advanced machine learning and AI using Amazon Web Services (AWS). For each of these categories, we'll investigate the appropriate tools available in our toolbox (Autodesk Platform Services and AWS).

Our presentation will unveil an innovative sustainable-housing solution, marking a shift in construction. Seamlessly blending building information modeling (BIM) methodology with artificial intelligence and factory robotics construction, powered by Autodesk's advanced tools, our approach redefines industry standards. From artificial site analysis to streamlined construction documents and intelligent models, every step enhances efficiency and sustainability. Using robotics for off-site construction not only accelerates the construction process, but it also ensures safety and reduces waste. Our proven business model, originating in Florida and expanding to Texas and Georgia, underscores its effectiveness and scalability. This success story speaks to the future of construction, attracting a new breed of digital-savvy field workers. Join us as we showcase the feasibility of affordable housing production in any economic climate, illustrating how innovation paves the way for a brighter, more sustainable future.

As professionals navigate the delicate balance between skill erosion and enhancement, embrace the evolution of job roles and responsibilities, grapple with ethical considerations, foster collaboration and communication, and cultivate resilience and adaptability, it becomes evident that the integration of AI and human expertise is not a binary proposition, but rather a nuanced journey of exploration and adaptation. By engaging in ongoing dialogue, using technological advancements judiciously, and prioritizing the preservation of human-centered values and expertise, architecture, engineering, and construction professionals can chart a course toward a future where AI augments, rather than replaces, the ingenuity and creativity that define our industry's pursuit of innovation and excellence.

Designing timber connections is critical to ensure the structural integrity of timber constructions. An artificial system for designing timber connections would typically involve a combination of computational algorithms, databases of material properties, and engineering principles. Integrating AI systems with a code-checking system in Revit software allows engineers to explore different solutions and be certain of compliance with calculation regulations. Grouping and optimizing nodes, analyzing new node solutions, and automatically creating calculation reports in Revit can greatly reduce modeling and analysis efforts. We will also present a system capable of inserting nodes automatically and designing them according to the calculation actions present in Revit.

Curious about the road ahead for AutoCAD software? Join Autodesk product managers and leaders for AutoCAD to learn about new features and functionality supporting the capabilities and workflows you need to drive more-efficient and more-collaborative projects. Discover how Autodesk is incorporating Autodesk AI into AutoCAD to elevate your design and drafting capabilities. Learn about the strategic insights and decisions driving development directions. Peer into the future of the product you use every day, and engage with Autodesk to help shape that product to better meet your needs and the needs of your company, project teams, and clients.

This session will delve deep into BIG's workflow with D5 Render, discovering how BIG harnesses this AI-powered tool to enhance architectural design processes. You will also gain exclusive insights into AI integration and visualization trends from Jens Majdal Kaarsholm, director of design technology at BIG. Come to learn firsthand how these advancements drive design progress, streamline workflows, and ignite fresh creative possibilities. Whether you're an experienced industry professional or an enthusiastic newcomer, this session promises to deliver invaluable insights into powerful architectural methodologies at the forefront of innovation.

Storytelling has been present within architecture as long as the domain itself has existed. Initially, it was done with hand representations of volumes and narratives told over the sheets of paper. As the technology progresses, new ways of telling stories emerge: Renderings became easier and cheaper, causing their function to evolve. Industry saw a shift from only using them for end results (artifacts) to real-time renderings focused on driving communication and decision making. Now, with the democratization of AI, we are facing new possibilities: Visualization for ideation, but also for even faster creation of realistic outputs. This opens the doors for more-effective, data-driven storytelling throughout the design stages. In this live demonstration of the Veras extension within Autodesk Forma and Revit software, we'll show you how to easily create stunning visualizations and convert them to create compelling, data-driven storyboards throughout design stages using Autodesk Forma.

Join us to learn about AutoCAD software's AI features that make your drafting more efficient than ever: Smart Blocks, Markup Import, and Markup Assist. We'll start by covering Markup Import and Markup Assist, the workflow that uses AI to interpret and apply feedback from marked-up PDFs directly into your AutoCAD drawings. You'll learn how Markup Import and Markup Assist can enhance collaboration, drastically reduce the time it takes to incorporate feedback, and reduce errors in your design workflow. Then we'll review Smart Blocks, a suite of AI tools designed to streamline your drafting and drawing cleanup processes. We'll cover Block Placement, Block Replacement, Block Search and Convert, and Object Detection—all of which use AI to help you find, create, and use your blocks. We'll end the session with an opportunity to share ideas on how else AutoCAD might use AI to increase productivity, enhance collaboration, and improve your drafting and documentation workflows.

Join this session to learn how a web-based configurator built with Autodesk Platform Services can help to improve sales. With an easy-to-use web tool, we'll see how nontechnical users can design interior floor plans and produce high-quality rendering. From enhancing traditional path-tracer renderings to offering new WebGL optioneering workflows, let's explore what new AI rendering techniques can do in a fraction of the required traditional time and cost.

This session will explore how you can integrate D5's AI-powered tools as a core component of your design workflow, essentially becoming the go-to companion alongside your modeling software. Through the introduction of D5 Lightmode (a DCC add-on that seamlessly takes your designs into AI for an effortless generation of refined architect-friendly reference images) alongside D5 Livesync (the live link plug-ins that synchronize changes with D5 in real time from modeling software like Revit and 3ds Max) and finally D5 Render (a real-time renderer with the best balance between efficiency and quality), you can take advantage of this AI-powered workflow to slash the grind in design, collaboration, and learning. We'll cover nifty tips and tricks to supercharge your workflow, helping you crank up the speed of delivery while focusing on what matters the most: innovating and refining your designs.

From 160 hours of manual work to just 30 seconds—Vía Ágora's transformation in industrialized facade breakdowns is groundbreaking. Through building information modeling (BIM) methodology and Autodesk's platform, efficiency and innovation soar. Starting with Revit software for architectural projects, intelligent models shape the project, coordinated via Autodesk Design Collaboration software. After ensuring harmony between structure, architecture, and installations, Autodesk Construction Cloud is used to track changes. Model Coordination analyzes progress, including industrialized facades and bathrooms. Moreover, One Click LCA calculates the building's lifecycle assessment for sustainability, while Autodesk Forma software assesses wind conditions during design. This comprehensive approach, blending tech and sustainability, elevates efficiency and environmental responsibility, positioning Vía Ágora as a leader in construction innovation.

Designers often face the dilemma of unlimited options and a limited timeframe. AiCorb is an ambitious AI design tool made to address this issue. Established in 2017 as a collaboration between a top Japanese general contractor and a pioneering U.S. research institute, AiCorb currently focuses on facade study and 3D modeling, offering two key features: interpreting a designer's intent from sketch to design, then converting from design to building information modeling (BIM) via a Revit plug-in. As a result, designers can cut down their work time for a mid-sized building feasibility study from eight weeks to less than one week. This class will also explore how AiCorb possibly plans to implement a feedback system that will generate optimal facade designs based on engineering analysis simulation results from apps like Autodesk Forma software. Participants will discover the potential of AI to enable "rapid prototyping" in the early design stages, and they'll gain insights into an innovative design workflow where the designer helps the client make better-informed decisions.

Discover the power of AI in design optimization with this innovative AU class. Learn how to use large language models (LLMs) and Autodesk Forma software, a custom extension, to efficiently compare and evaluate multiple design options for a specific site. Gain insights into how AI can analyze various design aspects—such as functionality, aesthetics, and environmental factors—to determine the most suitable option. Throughout the class, you'll explore real-world case studies demonstrating the effectiveness of using LLMs and Forma in design decision making. Acquire practical skills in using the Forma extension to streamline your design workflow and make data-driven decisions. By the end of this class, you'll have the knowledge and tools to harness the potential of AI in design comparison and optimization. Elevate your design process, save time, and create outstanding results that meet and exceed client expectations.

This session is a continuation of 2022's "Hard Questions Only" and 2023's "Harder Questions." With this expert panel representing technology leaders from across architecture, engineering, construction, and operations (AECO), once again we dive into the hard questions of digital transformation. It's easy to assume that everyone is "doing building information modeling (BIM)," but this panel wants to dig deeper and talk about the challenges that remain as our industry goes through a digital transformation. We'll go beyond the easy wins and discuss what BIM adoption really looks like and how hard it is to drive change. How is the escalation in tools changing our production process, and what does it mean for how we manage our projects and firms? What does the shift to data-driven work mean for an industry based around design studios and professionally licensed staff? Importantly, this panel will represent diverse views to understand how the responses and need for change vary across disciplines.

Hospital design is complex and time consuming, involving numerous stakeholders. We will present innovative advancements in the field with an outcome-based building information modeling (BIM) approach, seamlessly incorporating AI and granular data. We will provide insights into the functionalities of our hospital data management platform connected to Autodesk Construction Cloud with Autodesk Platform Services APIs, thus facilitating bidirectional integration with digital models. We will showcase how our generative deep-learning solutions simplify the incorporation of biomedical equipment and medical furniture, streamlining the design process and enhancing collaboration among stakeholders. Join us to explore the transformative impact of these technologies on hospital design and management, culminating in higher efficiency, improved decision-making capabilities, and, ultimately, better patient outcomes.

SAMSUNG C&T uses digital twins to optimize building operations. We have developed a digital twin with BIM and AI in an office building with a total floor area of 100,000 square meters, and we are utilizing it to operate the building. The basic functions are the Energy/Asset/Space Management, and Virtual Tours. In particular, the energy management function monitors building energy usage in real time. And we have developed 10 solutions for energy management that can save energy while maintaining the comfort of occupants in the building. These solutions are derived through AI-based machine learning models and optimization algorithms to provide real-time notifications to building operators for sustainable and optimized building energy management. Therefore, SAMSUNG C&T aims to provide efficient building operation and management services by simultaneously implementing digital spaces, going beyond the role of a construction company that constructs physical spaces.

The Autodesk Research Residency Program is open to external groups in academia, the startup ecosystem, and industries focused on novel project work. The program provides Autodesk with industry insights and offers resident teams access to a global network of innovators, events, and the Autodesk Technology Centers. Resident teams often work alongside Autodesk researchers and peers, fostering a conducive environment for problem-solving, ideation, and development with rapidly advancing technology like artificial intelligence (AI). As leaders in AI research and a trusted partner to industry, Autodesk Research and the Autodesk Residency Program are natural fits for Design and Make teams developing high-impact industry solutions with AI. This session will provide multiple case studies of the AI work taking place within the Autodesk Research Residency Program. We will feature specific teams using AI, and highlight how their participation in the Residency Program is accelerating their work and use of AI.