Advisory for enterprise leaders and growth-stage companies at the inflection point of AI strategy and organizational design.
Most enterprise AI failure is structural, not technical. Governance built for deterministic software. Economics nobody can attribute. Workflows with AI bolted on. Closing that gap is the work.
Measurable acceptance criteria, clear decision rights, drift monitoring — built for probabilistic systems and the EU AI Act era.
Cost to run. ROI. Price. Three linked questions most programs can't answer — answered on defensible baselines.
Redesigned around what AI can deliver — which decisions move to the system, which stay human, how accountability changes.
A registered partner in the Claude Partner Network — Anthropic's program for firms putting Claude into production. For clients: direct access to partner training, certifications, and technical support on live deployments.