Helping organisations operationalise AI systems safely, systematically, and at scale -- with governance, architectural enforcement, and engineering workflows that hold.
Founder of Mneme HQ -- open-source AI governance tooling. 15+ years with FTSE 100 and S&P 500.
Most organisations have adopted AI coding tools. Very few have adapted their engineering workflows to account for them. The result: AI-generated code accumulates architectural drift, inconsistent patterns, and governance debt that compounds with every session -- because no session starts with memory of the last.
Design and implement AI-assisted development workflows that are repeatable, governed, and team-scalable. Includes coding agent configuration, context management, and session discipline.
Build the governance layer your AI tooling currently lacks. Decision records, enforcement policies, architectural constraints, and audit trails that survive team growth.
Implement and configure coding agents (Claude Code, Cursor, Copilot) with the guardrails and context architecture needed for production-grade use. Not prompt templates -- systems.
Independent review of how AI tooling is integrated into your engineering workflow. Identifies drift, gaps, and systemic risks before they compound.
Extend your existing SDLC to include AI-specific phases: generation governance, constraint enforcement, review calibration, and evaluation frameworks.
Structured assessment of your current AI tooling stack against a governance and operational maturity model. Produces a prioritised remediation roadmap.
I have spent 15 years building measurement and data systems for FTSE 100 and S&P 500 organisations -- BT, Dell, Microsoft, HSBC, Coca-Cola. That background shapes how I approach AI systems: from the infrastructure up, not the interface down.
I founded Mneme HQ -- an open-source architectural governance layer for AI-assisted development. The tooling exists because I needed it. The consulting exists because most teams do not yet know they need it.
Book a call or send a message. I respond within 24 hours.
© Theo Valmis