Work with me

fixed-fee diagnostic

The Assessment

from $3,500 · about 2 weeks

For a small or mid-sized team that already uses AI and wants to know where it breaks, and what to fix first.

What you get

• Interviews with the people doing the work, and an inventory of your AI tools and workflows.
• A Stack audit: the Agent Audit Protocol run by an agent on your artifacts, plus my own reading, locating your binding constraint layer by layer.
• The stance-by-layer matrix applied to your recurring workflows: which stances your team actually uses, and which guardrails are missing.
• A prioritised 90-day plan.
• An EU AI Act Article 4 evidence pack: a written record of your AI-literacy measures.

training

AI @ Workplace workshops

from $1,200 · per session

Remote, half day or full day. The 101 to 401 material, mapped onto your team's own workflows rather than generic examples. Booked on its own, or as the delivery step after an assessment.

Why not just a workshop?

Because training alone does not fix the hardest failures. Automation bias “cannot be prevented by training or instructions”, and complacency affects experts as well as novices (Parasuraman & Manzey, Human Factors, 2010). The assessment installs structure: checkpoints, evaluation, a harness. The workshop teaches people to use it.