Value = AI Capability
× Human Readiness
Most organizations invest in the left side. We build the right.
The gap between what AI can do and what people are ready to do with it is the bottleneck. That gap is what we study, measure, and build programs to close.
Andus Labs works with organizations navigating AI transitions. Commercial, NGO, public sector. Strategy through implementation. We start with where you are, not where a roadmap assumes you should be.
The Math Doesn't Work.
$190B unrealized.
The gap isn't technology. It's people ready to deploy it.
Sources: Goldman Sachs, Menlo Ventures, MITAndus Labs Maturity Model
Other frameworks measure technology adoption. This one frames readiness impact.
Find your level.| Level 1 | Level 2 | Level 3 | Level 4 | Level 5 | |
|---|---|---|---|---|---|
| Stage | Access | Heroes | Operational | Integrated | Native |
| Value Captured1 | 5-10% | 15-25% | 30-50% | 60-80% | 80-100% |
| Annual Impact2 | $50-100K | $250-500K | $1-2M | $3-5M | $8-15M |
| State | AI deployed. Committed users are the exception. | AI working in isolated areas. Heroes, not systems. | Human OS emerging. Systematic approach beginning. | Human OS functioning. Work moves faster and gets better. | Human OS fully operational. The impossible becomes normal. |
| Tell | "Who's driving AI?" The room goes quiet. | "You should talk to Sarah. She's figured this out." | "What's the business case library look like?" It exists. | Same team, half the cycle time, better output. | You're the case study others benchmark against. |
1Estimated share of AI investment value realized. 2Per 100 knowledge workers. Estimates based on Andus Labs client assessments and industry benchmarks. Actual results vary by organization.
The technology is ready.
Let's talk about the people.
Join leaders from 50+ organizations already measuring readiness.