Good AI consulting starts with a defensible system assessment

Consulting becomes defensible when assumptions are converted into linked process, data and governance maps plus verifiable evidence.

A bright consulting table shows loose interview notes on the left becoming a transparent multi-layer system, data and governance map and emerging on the right as an evidence-based decision package with a few amber gap markers.

01 · DISCOVERYAre hypotheses, real cases, exceptions and affected roles captured separately?

02 · EVIDENCEIs every important statement supported, marked as an assumption or exposed as a gap?

03 · DECISIONDo assessment and pilot lead to a reasoned continue, change or stop decision?

CORE METHOD

CLAIM → MAP → EVIDENCE → DECISION

Interview claims are located in process, data and governance maps, technically verified and translated into decision-ready evidence.

THE REAL-CASE TEST

Choose a use case and reconstruct one real normal case plus one exception. Verify that roles, data, systems, decisions, controls and evidence connect across all three maps.