AI Adoption, Without the Guesswork

Service 01

Tool Vetting & Sign-Off

Know before you adopt.

I review the AI tool you're considering against a consistent framework: what data it collects, where and how that data is stored, student and employee privacy exposure, bias risk in its outputs, and how transparent the vendor is about training data and model behavior. You get a plain verdict — approve, approve with conditions, or reject — plus the reasoning behind it in language you can forward to a board, a district, or a client.

Single tool review

$300–$600

Quarterly retainer

$1,500–$3,000/quarter

Service 02

AI Policy Drafting & Audit

A policy your organization can actually defend.

I write new AI use policies or audit the one you already have. Coverage includes acceptable use, data handling, disclosure requirements, and a review cadence so the policy doesn't go stale six months from now. The output is a document your people can follow and your leadership can defend — not boilerplate.

New policy draft

$2,000–$5,000

Existing policy audit

$3,500–$7,500

Annual retainer

$5,000–$10,000/month

Service 03

Responsible AI Certification

For AI tool vendors and developers.

I review your product against a public rubric covering data handling, transparency, and bias mitigation. Products that meet the bar receive a “Reviewed for Responsible AI Use” badge and a listing in the certified tools directory, so buyers in education and regulated sectors can see the work you've already done.

Initial certification

$1,500–$3,000

Annual renewal

$750–$1,500/year