Work more efficiently
Agents handle the slow, document-heavy groundwork in parallel, so engineering throughput rises without growing the team.
Why AI changes engineering
AI is no longer optional, it's how competitive engineering gets done.
Complexity is rising, deadlines are tighter and teams are leaner. Agentic AI has become essential infrastructure. The engineering organizations that adopt it now move faster, decide better, and free their experts for the work that truly needs them, without giving up quality or control.
Less repetitive manual work
Document review, search, classification and report generation are automated, removing the drudgery that drains expert time.
Better, faster decisions
Connected, grounded engineering data turns scattered information into insight teams can actually act on, earlier in the cycle.
Speed with quality & control
Every output is checked, traceable and human-approved, so acceleration never comes at the cost of rigor or oversight.
Where it matters most
Built for the sectors that engineer the physical world.
IND · 01
Automotive
OEMs & tier-1 suppliers, from body engineering to powertrain documentation.
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Industrial manufacturing
Plant, process and production engineering at scale, with full traceability.
IND · 03
Mechanical engineering
Machine building and special-purpose equipment design acceleration.
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Energy & mobility
Complex, regulated systems where rigor and auditability are non-negotiable.
What agents deliver
The impact agentic AI is built to deliver.
Representative outcomes our agents target across automotive OEMs, tier-1 suppliers and machine builders, grounded in the workflows we deploy them on.
Automotive OEM
38% cycle time
Body-in-white documentation, automated
Agents drafted and cross-checked tooling documentation against engineering specs, cutting a six-week task to days.
Berlin program2026
Tier-1 supplier
12,400 parts
Legacy CAD library, made searchable
LLM knowledge extraction classified and tagged a decade of parts, surfacing reuse candidates instantly.
Knowledge extraction2026
Machine builder
6× faster
Requirements-to-test coverage
Agentic generation produced traceable test cases from requirements, lifting coverage with a full audit trail.
Validation2026