AI Readiness and Governance: Know Where You Stand Before You Spend.
Most companies are not blocked on models. They are blocked on data quality, ownership and governance nobody wants to own. The unglamorous assessment comes first — then deployment where it pays.
WHO THIS IS FOR
Boards and management teams under pressure to have an AI answer, and companies whose sponsors, customers or auditors have started asking governance questions they cannot yet answer.
THE PROBLEM
AI spending tends to start with a tool and work backward to a use case. The data is not ready, nobody owns the policy, and the first diligence question about model governance has no answer. The pilot works; nothing after it does.
What the Work Covers.
- Readiness, data-quality and segmentation assessment across the business
- Governance that holds up in diligence — policy, access, review and audit trail
- A prioritized roadmap: where automation pays, where it does not, and why
- Training, so the people who have to use it actually can
- Phase-one deployment executed, not handed over as a recommendation
How We Engage.
Readiness Assessment
A written read on data, governance and where automation would actually pay.
Governance Build
Policy, controls and audit trail put in place and documented to survive diligence.
Deployment
Phase one delivered into production, with the teams trained to run it.
Engagements run on Genexis ARC, our four-stage method from readiness to run-rate. The six dimensions we score, the twelve questions we ask and how the result is stated are published in full on the AI readiness assessment page. Governance work is built against the NIST AI Risk Management Framework and ISO/IEC 42001 rather than a proprietary checklist, so the result holds up in diligence.
Scope and fees are set on a fit call, once the shape of the problem is clear.
AI readiness, governance and training implemented in large enterprise companies — the framework built, the teams trained, and the first phase put into production rather than handed over as a recommendation.
Not Sure Which of These You Need?
That is usually a sign ‘the problem’ is worth an hour of conversation before anyone scopes anything.
Start a conversation