The lineup
Eight classes, grouped by who they're for. Each one is built on work I've already done. On site or remote, for groups of up to about 25 people.
Owners and leaders
Decide where AI goes and set the rules
L1Half day
Where AI goes in your company
Find the few places AI pays off in your business, the places it doesn't, and set the rules before anyone starts.
- For
- Owners, general managers and operations leads
- You leave with
- One-page AI rules (approved tools, data that stays out, who signs what), a ranked shortlist of three workflows, and a list of decisions that never go to AI
Built onA Claude prompt library for a structural-steel contractor's project managers: 24 templates, 7 workflows and 10 decisions that never go to AI.
Ask about L1
L290 minutes
AI in hiring and pay decisions
For Colorado employers. The state's law on automated decisions in hiring, pay and other consequential decisions (SB26-189) is set to take effect January 1, 2027.
- For
- Owners, HR and office managers
- You leave with
- A list of every tool that screens, ranks or scores people, where a person decides, and a draft notice and review step
Built onSystems where AI drafts and a named person decides. This class covers operations, not legal advice. Bring your employment attorney.
Ask about L2
Office and project teams
Draft faster, then check every line
O1Half day, hands-on
Draft from your own documents
RFIs, submittals, proposals, daily reports and meeting notes, drafted from your files and checked line by line before they go out.
- For
- Project managers, estimators, coordinators and admins
- You leave with
- Prompts for your role, written from your real work, with a worked example of each
Built onThe same steel contractor's library: templates across estimating, project management, field operations and contracts.
Ask about O1
O22 hours
Catch it when it's wrong
Spot invented numbers, missing steps and made-up sources before anything leaves the office.
- For
- Anyone who signs or sends AI-assisted work
- You leave with
- A short checking routine and a set of test questions from your own documents to try any AI tool against
Built onSoftware of mine that throws out any quote not found word for word in the transcript, and a drawing search that cites sheet and page or says "Not found in the indexed drawings."
Ask about O2
Field
On their phones, in their language
F12 hours, English and Spanish
Turn talk into paperwork
A voice note or a crew talk becomes a draft daily log or hazard analysis that the foreman corrects and signs.
- For
- Foremen, superintendents and safety leads
- You leave with
- A phone-sized checklist card in both languages, three practice recordings, and the list of what AI never decides: capacities, load charts and sign-offs
Built onField software that turns a crew's pre-task talk into observations checked word for word, and drafts hazard analyses in English or plain Spanish with a second pass on the Spanish.
Ask about F1
F245 to 60 minutes, English and Spanish
AI on the job site
A toolbox talk on what's safe to type into an AI app, what never to trust, and how to ask for the source. It can also be recorded as a lesson for anyone who misses it.
- For
- Crews, apprentices and new hires
- You leave with
- A wallet card and a completion record
Built onA crane-manual assistant that never invents a capacity, a field-safety assistant that cites its sources first, and 20,000+ narrated clips in English and Spanish.
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Builders
For the people who build your tools
B11 day
Run AI coding agents on a short leash
Written work orders, one isolated branch per task, automated tests as the inspection, and nothing ships until a person has checked it.
- For
- In-house developers, IT and operations staff who build tools
- You leave with
- A rules file for the agents in your own code and a work-order template
Built on45 of my repositories carry written rules for the AI agents that work in them, and the router in my own AI chief of staff spends at most $0.50 a decision.
Ask about B1
Talks
For associations, chambers and conferences
T160 minutes
AI on real jobs: what works and what doesn't
A talk for a mixed room of owners, office staff and field leads, with live examples from working software.
- For
- Trade associations, chambers and training centers
- You leave with
- A one-page AI rules template
Built onEight AI systems, each with its limits written into the code: cited sources, spend caps and named reviewers.
Ask about T1
Every class is scoped with you first. You get a written scope and price before any work starts.