Cross-functional route
Use AI across the business without becoming five specialists.
Build working fluency across customers, money, people, risk, and recurring operations—the range an owner or small team actually needs.
Start with the limited free experience. No technical background required.
What you will practice
Applied from the beginning.
- Turn customer signals into sharper offers and faster follow-up.
- See cash, capacity, people, and risk before pressure builds.
- Convert recurring work into AI-assisted systems the team can run.
What becomes visible
Capability you can show.
- 01More leverage across the whole business, not one isolated function.
- 02Faster decisions grounded in clearer signals and context.
- 03Practical systems that create capacity without adding chaos.
Reference builds
See what you will build here.
5 exemplar repositories anchor this path. Each one is designed as a working demo, a template you can adapt, and a reference for your own capstone.
- service-lead-to-cash01
Runs an inquiry through qualification, consultation booking, proposal, contract, invoice, and mock payment on one connected client record. The whole lead-to-cash path, visible.
- client-project-hq02
Gives a client a read-only project view with documents, tasks, key dates, and the latest update. Internal-only content never leaks into the client view.
- invoice-and-collections-assistant03
Drafts invoices, schedules reminders, and shows an aging list. It never charges or moves money; that control is the design.
- job-margin-snapshot04
Combines time, expenses, project progress, and invoices into a job-level margin snapshot. The margin math is computed in code; the AI narrates and flags.
- post-project-referral-loop05
On project completion, drafts a feedback request and a referral nurture sequence, gated by a human check before anything sends. An unresolved support issue blocks the ask.
Part of the exemplar roadmap. Repos and demos are added as they ship.