Research, case studies, and field notes from two decades of building production systems for industry and government — written by the engineers who deliver the work.
Outcome, governance, production readiness — the rubric we wish every buyer would use.
Read the frameworkThree pieces our editors think you'll want to read first — selected for the questions our clients are asking right now.
The shift from "AI assists" to "AI operates" reshapes governance, observability, and the audit trail. A practitioner's view from inside production deployments — what to instrument, what to gate, and what to leave to humans.
Outcome, governance, production readiness — the rubric we wish every buyer would use.
Discovery, design, build, ship, observe — redrawn for an era where AI sits inside the workflow, not next to it.
Actigen Archive transformed thousands of legacy parts catalogues into a unified, searchable corpus — collapsing lookup time and enabling new commercial channels.
Read the case studyNot a sales call. Not a qualification form. Send us a representative sample and a measured pilot proposal will be returned within the working week.
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