Applied Intuition has launched Dana, an agentic platform for building, testing, deploying and operating physical AI systems, which the company says has cut critical phases of vehicle development from months to days in internal and early customer deployments. The Sunnyvale, California-based company built Dana on nearly a decade of tooling, infrastructure and engineering expertise gathered across the automotive, trucking, mining, construction, agriculture and defense industries, according to Applied Intuition. Developers can access Dana through natural language and command-line interfaces, and the platform integrates with enterprise tools including Slack and Jira. Applied Intuition has run Dana internally since last year and has extended early access to select customers, including Isuzu Motors and Komatsu Mining.
Highlights
- Dana is Applied Intuition’s agentic platform for building, testing, deploying and operating physical AI systems, spanning industries from automotive and trucking to robotics, construction and mining, according to the company.
- Applied Intuition says Dana’s agent-driven workflows have reduced critical phases of vehicle-development timelines from months to days in some internal and customer deployments.
- Early-access customers include Isuzu Motors, which is using Dana to accelerate L4 autonomy development for its commercial-truck fleet, and Komatsu Mining.
- Applied Intuition reports it used Dana to rebuild a significant portion of its autonomy tools platform’s core functionality in six months.
What Is Dana?
Applied Intuition designed Dana for the complexities of machines operating in the physical world rather than for general digital workflows, the company said. The platform includes data, visualization and tooling capabilities alongside the evaluation, traceability and governance functions safety-critical systems require. Applied Intuition built Dana to work across software-defined vehicle development and advanced driver-assistance systems (ADAS), as well as mining and construction operations, truck fleet management, robotics and in-vehicle experiences. Customers can deploy Applied Intuition’s existing reference applications spanning autonomy and fleet operations, or build their own on the platform.
Applied Intuition structures Dana’s workflows around three stages: data, workflows and insights. Developers can curate or ingest sensor data, filter it for events of interest, and prepare it for training, inference or simulation. From there, Dana orchestrates jobs such as running inference on autonomy models, evaluating regressions through open-loop replay, reconstructing real-world scenes for closed-loop simulation and generating adversarial behaviors with reinforcement-learning agents, with full lineage tracked across each run, according to the company. Results feed into a shared metrics layer where developers can compare autonomy stacks on safety-critical metrics and identify failures.
Isuzu Motors and Komatsu Mining Are Among Early Adopters
Isuzu Motors is using Dana to accelerate L4 autonomy development for its fleet of commercial trucks. “We’ve been impressed by how Dana can streamline complex engineering workflows and accelerate development,” said Yasuhiro Yazawa, Director, Isuzu Motors Limited, Japan. “Dana gives our engineering teams greater confidence to develop, track and deploy safe autonomous-vehicle capabilities at a much faster pace.” Isuzu Motors and Applied Intuition have worked together on autonomous trucking technology since 2024.
Komatsu Mining, a manufacturer of heavy equipment for construction, mining and forestry, is also among Dana’s early-access customers. “Applied Intuition has been a valuable technology partner as we continue advancing the digital capabilities that support the next generation of mining equipment and solutions,” said Peter Salditt, CEO, Komatsu Mining. “Dana represents another step forward, bringing intelligent, agentic capabilities into our engineering workflows to help our teams innovate faster, improve efficiency and ultimately create greater value for our customers’ operations.”
From Months of Engineering to an Afternoon
Applied Intuition points to internal use as evidence of Dana’s impact. The company says it rebuilt a significant portion of the core functionality of its autonomy tools platform — a system that took years to originally build — in six months using Dana. Applied Intuition also reports that development cycles became roughly 20 times faster internally, with engineers moving from deployments once every few weeks to five to ten times a day on average, though the company did not provide a baseline period for that comparison.
As an example, Applied Intuition described a routine software-defined-vehicle change, such as a personalized welcome-lighting sequence, that today requires coordinated work across requirements, architecture, code, multiple electronic control units, simulation and hardware testing on the vehicle itself. The company says Dana can connect that process into a single workflow, allowing work that once spanned disconnected tools and teams over months to be completed by one developer, systems engineer or product manager in an afternoon, in some cases.
“Agents have transformed our digital world, and now we’re bringing that revolution to the physical one,” said Qasar Younis, co-founder and CEO of Applied Intuition. “Dana is a groundbreaking new platform that will help bring intelligence to a billion machines.”
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