What are you
actually trying to fix?
Nobody arrives wanting “AI”. They arrive with one of four problems.
“We have an idea and no specification.”
A fixed-fee Spec Sprint ends in an approved, buildable specification and a priced proposal — $8,000–$15,000, credited against the build. If you do not build, you keep the specification.
“This system is critical and nobody wants to touch it.”
We recover the documentation nobody wrote, build a parity test suite before any cutover, and migrate module by module. Parity is proven, not claimed.
“We have software nobody maintains.”
Dependencies ageing, no tests, no security process. We assess readiness, fix the critical gaps, set up the pipeline and hand it to monthly care.
“Our AI mandate never reached production.”
The gap between pilot and production is usually governance, not capability. We start with one bounded piece of real work and let the evidence argue.