Standard $7,500. Founding cohort pays $2,500 fixed. Two weeks. One deliverable. Every workflow ranked by ROI, cost, and feasibility, plus a 90 day plan for the winner. Yours to keep, no obligation.
An AI readiness assessment shows a company where AI creates measurable value in its operation, and whether its data, systems, and team can support building it, before any build spend is committed. Density Labs runs it as a fixed-scope, two-week engagement: a senior engineer sits with the people doing the work, maps how each candidate workflow really happens, and ranks every candidate by expected ROI, total cost of ownership, and feasibility. The deliverable is a written document: the ranked workflow map, a capability and architecture gap analysis, a prioritized 90 day plan for the top candidate, and an honest recommendation on whether AI is the right next move at all.
Two weeks of work by a senior Density engineer who ships production AI. The output is a written document, not a slide deck, that anyone on your team can act on.
Want to see exactly what you receive? Read a redacted sample deliverable →
Engagement details, fees, and the full packet: AI Readiness Assessment Terms & Conditions →
Ten years shipping production software for mid market US companies. 96% client retention, Clutch verified. Anchor partnerships of six and ten years. The engineer who writes your map is the kind of engineer who would build it.
Who this is not for: teams under ~$10M revenue with no operational complexity, buyers who want a strategy deck rather than a build plan, and anyone shopping for the cheapest possible developers. We will tell you on the fit check if that's you.
Why is it $2,500 when comparable assessments run $15K and up?
The standard fee is $7,500. The founding cohort pays $2,500 while we build the public case study base for this offer, and the engagement is founder-led.
What if the assessment says AI isn't the right move?
Then it says so, with the reasons and what to do instead. That answer is worth as much as a build plan, and it has happened.
What happens after the two weeks?
Nothing, unless you want it to. If you do build with us, the full fee is credited toward a Forward Deployed AI Engineer engagement started within 60 days.
The more specific you are, the more useful our reply. Confidential. We respond within two business days.