For the brief
- Teams with a measurable outcome in mind — not "we need a course."
- Serious games, scenario-based learning, or evaluation problems shallow authoring can't solve.
- Creator-operators who want the content pipeline, not a dependency on me.
- In-house L&D between AI hype and no plan, wanting a working workflow on Monday.
- Work that maps to operational signals — CSAT, QA, incidents, adoption, time-to-competence.
- Clients who accept that quality takes the time it takes.