Rescale Agentic Engineering™

Transform R&D With Engineering-Specific Agents

R&D teams can now deploy pre-built, specialized simulation and engineering agents to accelerate time consuming workflows. Allowing engineers to focus on high value areas while maintaining control at key decision points.

Rescale Agentic Engineering Demo - GTC 2026 from Rescale on Vimeo

Agent Library

Expand Your Engineering Team’s Capacity with Pre-Built Simulation Agents

Access a library of pre-built agents designed to augment your engineering processes by automating job troubleshooting, data structuring and reporting so you can focus on driving innovation.

Agentic Workflows

Increase Productivity by Integrating Agents Directly into Everyday Workflows

Build and deploy agentic AI directly into engineering workflows, creating a force multiplier that increases output. Orchestrate single- or multi-agent workflows that learn from historical context, optimize resource usage, and provide intelligent automation while keeping experts in the loop for critical decisions.

Data Connectors

Integrate Existing Systems to Create a Searchable Unified Data Fabric

Rescale Data Connectors seamlessly integrate the Rescale platform with your existing systems of record and tools like PLM, SPDM, and knowledge bases. Import historical data and metadata automatically, sync bidirectionally with data stores, ensuring consistency across your engineering ecosystem. Maintain data governance while connecting simulation insights for faster, more complete answers across enterprise datasets.

Data Intelligence

Act Faster on More Comprehensive Datasets that Power Intelligent Workflows

Data Intelligence automatically captures simulation metadata, surfaces context, and enriches existing systems of record without disrupting established workflows. Data ingestion and indexing enables vector-based queries, creating an engineering knowledge base and the foundation for agentic engineering.

Customer Spotlight

Daikin Applied Drives Engineering Productivity and Reduces Manual Data Management

Daikin Applied, a global leader in industrial and commercial manufacturing, leveraged Rescale’s advanced simulation metadata management to capture, contextualize, and access vast amounts of data across large-scale HVAC system components and scenarios. By automating data management processes, Daikin reduced time and effort from manual tasks by 50%, accelerating engineering decisions and streamlining their R&D cycle while driving innovation and enhancing manufacturing efficiency.

“We’re focused on making sure that our data is labeled in a way that is AI-ready, meaning our simulation data is structured properly with as much metadata as possible so that it’s not just a data vault where you need the engineer to sit with you and interpret what they did at each point in time. Rescale helps us to make sure that we have all the metadata sorted for when we’re ready to deploy AI.”

George Oates, Thermal Lead Engineer, Rimac

“Simulation collaboration across our engineering disciplines is essential in making fast and accurate product decisions. Rescale data management allows engineers to capture context on components, parameters, and performance outcomes, accelerating engineering decisions and cutting product delivery time. Rescale provides a source of truth for our engineering data to capture the intent and outcome of every simulation, making insights easily accessible and decisions are traceable for all teams involved. This helps us meet tight R&D timelines, while reducing time spent managing data and preventing duplicate work.”

Brandon Haugh, Director, Modeling and Simulation, Kairos Power

“With Rescale we have a robust data archiving system, allowing us to enforce the deletion of data after specific periods, save what’s useful, and easily reproduce it as-needed, which we can implement across all workspaces as a cost-savings approach.”

Matthew Chung, Principal Engineer – CAE

“At Daikin Applied, we rely on Rescale’s cloud-based simulations to optimize HVAC systems for peak performance in air quality and sustainability. Rescale’s advanced simulation metadata management allows us to capture, contextualize, and access vast amounts of data across various components and scenarios, driving innovation, enhancing manufacturing efficiency, and bringing products to market faster while meeting the highest energy efficiency standards.”

Alex Kachkovsky, Virtual Engineering Manager, Daikin Applied

“Rescale’s high-performance compute software platform is helping industry-leading companies, including Applied Materials, accelerate innovation through the power of advanced computing and intelligent data. We’ve experienced firsthand how Rescale’s software product suite can speed our AI physics simulation capabilities and catalyze adoption of our digital twin initiatives. We look forward to building on our successful collaboration with Rescale to empower our engineers and scientists.”

Dr. Om Nalamasu, Chief Technology Officer

Ready to Cut Data Management Time in Half?

Connect with our solutions experts to discover how engineering data intelligence accelerates product development and eliminates manual data management.

Rescale Agentic Engineering Resources

Explore more Agentic Engineering and Data Intelligence news and resources.

In this video, learn how Rescale Data Intelligence transforms simulation data into actionable insights by automatically capturing metadata at the point of execution and unifying it across your engineering ecosystem. Through natural language AI search, agentic workflow automation, and integrated AI physics tools, engineering teams can find relevant work in seconds instead of hours, eliminate duplicate simulations, and accelerate R&D discovery. This cloud-native data fabric integrates seamlessly with existing PLM and SPDM systems, delivering value from day one without disrupting how engineers work.

New engineering data intelligence capabilities unlock R&D knowledge to boost efficiency and accelerate innovation.