Methodology, in the open.
Everything below is a real artifact you can hand to your CHRO, COO, or CEO today. The assessment rubric is the same one we score against. The governance template is the one we'd tell you to start from. We publish what we ship.
The 174 AI literacy assessment rubric
The full methodology behind the 10-minute organizational assessment — three dimensions, twelve questions, the scoring logic, and how to interpret your own report honestly.
The mid-market AI rollout playbook
Assess → Pilot → Expand → Operate. The four phases of a 174 rollout, expanded into a working playbook with artifacts, decision criteria, failure modes, and a sample 12-week timeline.
AI usage policy — starter template
A fork-and-customize markdown template for an internal AI usage policy. Why a written policy is the single highest-leverage governance instrument, what one should contain, and the full template you can publish today.
The 12-module AI literacy curriculum
The full sequence of modules in the 174 program — prompting fundamentals, evaluation, agentic workflows, and governance — with the artifact each module produces and the rubric it's evaluated against.
The vendor-agnostic AI tool stack
Categories of AI tools L&D should help their teams evaluate, what to look for in each, and what to be skeptical of. No vendor recommendations — the goal is to teach you to evaluate, not to sell you on specific products.
The fastest way through the methodology is to take the assessment.
Ten minutes. Three dimensions. The output is the same report we'd produce for any mid-market buyer — your baseline, your highest-leverage gaps, and a recommended rollout shape.