Knowledgeville

A public knowledge base built on the Open Knowledge Format. The research that would otherwise stay locked in Notion — organized, cited, and open to anyone who wants to dig in. Structured so both people and AI agents can read it.

16 bundles · 158 pages

knowledge bundles, each a focused area

158

pages, curated and kept current

OKF

the open standard it's built on

uncited numbers — the build fails on one

What's inside

Sixteen bundles, from strategy to everyday recipes

Flagship framework

Enterprise AI Transformation

An eight-track framework across strategy, governance, data, platform, workflow, adoption, talent, and value.

Scope60 pages, deeply cited

Operator's manuals

Role playbooks

The day-to-day manual for each AI leadership role: the Chief AI Officer, transformation lead, enablement, governance, risk, and security.

ForSix roles that own the work

Demo-first

Everyday Tasks

Copy-paste AI recipes for real work — each page is a ready-to-run prompt with a before-and-after.

Count20 recipes, paste and go

Demo-first

Executive Leadership

Runnable prompts and leadership workflows for the C-suite, each with a clear before-and-after.

AlsoRealtors, playbooks & more

Stay current

Industry & Research Briefs

Plain-language briefs of analyst commentary and notable AI papers — what each found and how much to trust it.

ReadThe signal, minus the hype

The standard

Open Knowledge Format

What OKF is, why a format for knowledge matters, and where it could go — for knowledge and strategy leaders.

BasisEverything here is built on it

Why it's built this way

Open, cited, and machine-readable

Cited by construction

Every number traces to a source

The build fails when it hits an unsourced figure. If a claim can't point to where it came from, it doesn't ship. That's the whole trust model.

Built on OKF

A real format for knowledge

Every bundle follows the Open Knowledge Format — consistent structure, posture, and metadata — instead of yet another loose pile of docs.

Open to everyone

Public, not locked in Notion

Research that would otherwise stay private is published as a searchable wiki, free to read for anyone who wants to dig in.

Readable by agents

Built for humans and AI

The same structure a person reads is exposed to AI assistants over an endpoint, so an agent can search and cite it directly in your tools.

Explore the wiki at knowledge.onesteplabs.com Visit Knowledgeville