The demo

Click through a company's whole AI estate.

Vela Group is a synthetic 800-person company. The demo walks its AI spend, the work it produced by team, adoption, customer-facing AI costs, and the workflows worth spreading.

1. 1CompanyStart with the total: every AI dollar, reconciled, split into workforce AI, product AI, and infrastructure.
2. 2Model spendSee the commercial exposure: licenses versus usage, and which vendor drives the trend.
3. 3PeopleAdoption by team, then one team and one project. Teams, never a ranking of people.
4. 4Product AICustomer-facing AI as cost of goods: unit cost per 1,000 requests, by product.
5. 5HighlightsHow several systems become one initiative story, with the evidence strength shown.
6. 6PlaybooksThe compounding part: workflows that already work, approved, and ready for other teams.
7. 7Data sourcesWhat it takes to build your version, and what would still be unknown.