The methodology ladder

One wedge. Nine directions it can lead.

Every engagement starts the same way — the Operational Intelligence Assessment, a fixed-scope look at one or two workflows. What we find determines which of the other nine methodologies actually applies. Nothing here is sold before it's earned by the Assessment's findings.

M2

Determinism Boundary Review

Architecture review focused on the one decision that governs a system's reliability — decomposition, boundary identification, and a re-drawn boundary with rationale.

M3

Enterprise Agent Readiness Assessment

Organization-level readiness across permissions, evaluation, provenance, legibility, and operating model — before agents scale.

M4

Evaluation Foundry

Builds the client's evaluation infrastructure to continuous, with grader calibration against correlated-grader risk — the asset that survives every model migration.

M5

Governance Mechanism Audit

Measures and closes the gap between AI governance as documented and as mechanically enforced.

M6

Oversight Redesign

Replaces governance theater with oversight that provably catches things, sized to the approval fatigue curve.

M7

Decision Provenance Program

Makes every consequential automated decision reconstructable — the documentary foundation for regulated deployment.

M8

Model Change Control Implementation

Converts model and prompt churn into managed change inside the client's existing change-management structures.

M9

Process Legibility Program

Converts tribal and procedural knowledge into workflow contracts — machine-referenceable specs of the work, its exceptions, and acceptance criteria.

M10

Inference Economics Review

Quarterly portfolio discipline: what AI work actually costs per verified outcome, and where the portfolio should rebalance.

Not sure which one applies?

That's what the Assessment is for. Start there.