AI Opportunity Map
Every AI use case, scored by ease, impact, and risk.
A growing map of where AI actually earns its keep — by department. Each use case is scored and comes with a plain-English guide for doing it with the only tools we use: Codex, Claude Code, and Claude Cowork.
22 use cases across 6 departments
How to read the map
We score every use case on three things, then give it a verdict based on the three gates.
Ease
How quickly one person can stand it up with a tool we use. A 5 means a focused day; a 1 means a multi-month build.
Impact
The weekly hours saved or work won. We favor boring workflows that run often over flashy ones that run twice.
Risk
What's exposed if it goes wrong — sensitive data, customer-facing output, reversibility. Higher risk means keep a human in the loop.
Browse by department
Find the use cases that match the work your team already runs every week.
Sales
Win more of the work you already chase — faster research, cleaner pipeline, sharper responses.
Marketing
Turn one good idea into a week of on-brand content, briefs, and competitive intel.
Finance & Accounting
Close the books faster and explain the numbers — reconciliations, journal entries, expense categorization, variance commentary, and scenario models your team can trust.
Operations
Cut the busywork between meetings, sources, and systems so the work actually moves.
Customer Support
Answer faster and learn from every ticket — without losing the human in the loop.
HR & People
Hire and onboard with less manual lift and more consistency.
Find your first GO.
Bring your own list or borrow from the map. We'll run it through the three gates with you and leave you with a capability your team owns.