Critical documentation tooling for engineering teams and industrial subcontractors operating in regulated industries.
Documentation, qualification, and traceability requirements in regulated industries are non-negotiable – and rightly so. They uphold the reliability of the industrial system. Our role is to reduce the cost of meeting them.
In engineering teams operating in regulated industries, 30 to 40% of engineering time is not spent on design. It goes to formatting to the expected standard, sourcing every claim, structuring to the formalism, cross-referencing sources, sorting raw material. This burden is invisible, unnamed, and grows with the requirements.
A general-purpose AI system produces text that looks credible – including what is false. Time saved is erased by time spent verifying. In an environment where signing engages responsibility, this model is not acceptable.
Manuals, drawings, tests, emails, standards. Heterogeneous, unsorted. No pre-processing required.
A domain model encodes the entities, formalisms, and rules of the field. Every claim remains traced to its source.
Material for decision is delivered to the engineer. What is missing is flagged, what is uncertain is marked. The engineer refines, decides, signs.
The tool prepares. The engineer decides.
The tool helps the engineer decide faster. It does not sign in their place.
What is uncertain is flagged. The rest has been verified. Sources remain accessible.
Who produced what, who validated, when, on what basis. Designed for audit from the start.
Data sovereignty. End-to-end auditability.
RFQ analysis, requirements extraction, anomaly flagging on specifications.
Regulatory dossier synthesis, manuals and compliance dossiers (CE, ATEX), documentation rollout for product families, master test plans aligned with sector standards.
Change traceability, documentation completeness before delivery, structured technical context for supplier claims.
A use case to structure? Write to us.
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