AI Spend Map
Every AI tool your company pays for, what it costs, who has access, and who's actually using it. Most teams discover 20-40% of their AI seats are idle.
AI Scan
What you're spending on AI. What you're getting from it. In 48 hours.
You're paying for more AI tooling than you realize. Some of it works. Some of it sits idle. The Scan maps every tool, every seat, every dollar — and tells you whether your team is actually moving from "bought tools" to "AI coordinates our work."
01
What happens
1
You give me access
Admin credentials or exports from your AI tools (Cursor, Copilot, Claude, ChatGPT for Teams, etc.) plus a 15-minute walkthrough of your team structure.
2
I survey the team
A structured 5-minute async questionnaire goes to 5-10 engineers. Specific questions about what they use, how often, and where they hit friction.
3
48 hours later, you get the report
Five concrete deliverables. No fluff, no recommendations-without-data. Just a clear picture of where you stand.
02
What you get
Adoption Heatmap
Where AI usage is concentrated (usually 2-3 power users) and where it's absent (usually 70-80% of the team). The gap visualized.
Wasted Spend Report
Licensed-but-idle seats, redundant subscriptions, misconfigured plans. Typically finds $2,000-$8,000/year in immediate savings.
3 Quick Wins
Specific actions your team can take this week. Not "consider an AI strategy," but things like "cancel these 12 idle seats" or "set up a team working agreement for AI-assisted code review."
AI Readiness Score
A 1-5 rating across five dimensions: tool coverage, adoption rate, workflow integration, spend efficiency, team capability. Shows where you are on the path from "bought tools" to "AI coordinates our work," designed to be shareable with your CEO.
03
Most teams find the same gap
No shared context flowing into AI interactions. No coordination between the tools and how the team actually ships. Individual engineers are faster; the team isn't.
When that's what the Scan surfaces, I'll tell you exactly what a Context Build would address and what it wouldn't — so you can decide whether to build it in-house or with me. Plenty of teams take the quick wins and run. There's no obligation.
04
Investment
| Team Size | Price |
|---|---|
| 5–20 people | $2,500 |
| 20–80 people | $3,000 |
| 80+ people | $3,500 |
Fixed price, no surprises. 48-hour turnaround.
05
Common questions
What access do you need?
Admin credentials or exports from your AI tools (Cursor, Copilot, Claude, ChatGPT for Teams, etc.) plus a 15-minute walkthrough of your team structure.
What if we're a remote team?
Fully remote-friendly. The survey is async, the report is delivered digitally. No on-site requirement.
Is there any obligation after the Scan?
No. Many teams take the quick wins and run. The Scan stands on its own — if you want to go further, the Context Build is the next step, but there's no obligation.
Next in the journey: Context Build →