AI belongs in the process, not only in an answer box.
Onfria helps mid-sized and larger companies assess and design governed AI workflows around knowledge, documentation and rules, with impact measures, human controls and evidence requirements defined before a pilot.
Workflow-first AI for company knowledge work.
Onfria is not a generic AI consultancy, chatbot vendor or agency focused on technical labels. The starting point is the company workflow: who needs to finish what, under which rules, with which controls and how improvement will be measured.
Long-term, Onfria builds an AI workflow platform. Commercial adoption starts practically: with an AI Process Audit, a Knowledge Flow Pilot and Managed Operation after validation.
We have run the processes we now make intelligent.
Onfria draws on experience from global R&D in automotive and telecommunications, including leadership of international development programs spanning systems, hardware, software and mechanical design, through to manufacturing, logistics, finance and procurement.
We know how operations and decisions work in regulated, high-stakes environments, because we designed and led them for years at corporate scale. Onfria exists for one reason: so a company's own processes and knowledge stop being the bottleneck of business execution.
- Automotive & telecom R&D
- Global development programs
- Regulated, high-stakes environments
- From system design to production
How Onfria approaches AI inside companies.
Process before tooling
First understand the work, responsibilities, rules and control points.
Governance before hype
AI should have boundaries, reviewable decision evidence and a clearly defined impact.
Human in the decision
Sensitive steps must remain controllable and accountability must be clear.
Build governed AI where it actually ships.
We welcome open applications from people who want to build AI that has to hold up inside real, regulated operations — with rules, approvals and evidence, not only demos.
What you'd work on
Workflow design, retrieval, approval gates, evidence requirements and the delivery work needed to validate them in real operations.
Who we look for
Strong software and AI engineers, and people who know enterprise processes, quality and regulated delivery from the inside.
How we work
Process before tooling, governance before hype, and a human in every decision that matters.
Start with the process, not the tool.
Onfria helps teams decide where AI has a real role, what should be measured and where human control remains required.