We are an independent implementation agency for the Open Knowledge Format. We help teams convert operational knowledge into clean, agent-readable OKF bundles, built to Google Cloud’s open v0.1 specification. We are not affiliated with, endorsed by, or partnered with Google.
Four services, one clear path: start with an audit, then implement, migrate, or maintain.
OKF Readiness Audit
Who it is for: Any team that wants OKF but is not yet sure what to convert or what it will cost.
What we deliver: A structured assessment of your knowledge sources, a prioritised conversion map, a recommended bundle structure, and a costed implementation plan.
The outcome: You know exactly what to convert, in what order, and what it will take, before committing budget to a build.
OKF Starter Implementation
Who it is for: Teams ready to produce their first production OKF bundle set from a defined source.
What we deliver: A working bundle set built to spec, with valid YAML frontmatter, sensible type classification, reserved index.md and log.md files where appropriate, tagging, and validation.
The outcome: A real, usable OKF bundle in your repository that your team and agents can read straight away.
Explore Starter Implementation
OKF Knowledge Base Migration
Who it is for: Teams with a large or messy documentation set, support KB, or wiki to move into OKF.
What we deliver: A focused migration sprint that converts a substantial knowledge base into clean, version-controlled OKF directories, with structure, tagging, deduplication, and validation.
The outcome: A large body of knowledge, packaged consistently and ready for agents, without months of internal effort.
OKF for AI Agents
Who it is for: AI product teams that want the context their agents read to be curated, portable, and accurate.
What we deliver: Agent-focused OKF bundles structured around how your agents query knowledge, plus guidance on keeping that context current.
The outcome: Curated, version-controlled context your agents can read without bespoke SDKs, following the LLM-wiki pattern OKF formalises.
Not sure where to start?
Book a readiness audit. It is a fixed-fee, low-risk first step that scopes everything else, so you make every later decision with real information.