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 studyActigen Research and Actigen Archive combined to digitise and intelligently catalogue specimens spanning two centuries — making the collection searchable across species, collector and provenance.
Outcome, governance, production readiness — the rubric we wish every buyer would use.
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.
How point-cloud capture is reshaping asset management, sustainability reporting, and digital-twin programmes.
When PWAs make sense for regulated organisations — and the trade-offs against native and traditional web.
Discovery, design, build, ship, observe — redrawn for an era where AI sits inside the workflow, not next to it.
From OCR to intelligent classification — what changed when language models entered the records pipeline.
Embedded intelligence, governance-as-code, and the slow death of the file cabinet metaphor.
The economic, regulatory, and operational case for retiring the paper backlog — and the hidden costs of waiting.
Lessons from a decade of legislative-assembly digitisation programmes — what scales, what stalls, what audits well.
Why most clinician-facing voice tools die after the pilot — and the design choices that get the rest into daily use.
Why the next generation of KYC programmes treats document AI as infrastructure, not a feature of an onboarding tool.
Not 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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