We built the assessment as software, not a slide deck - so the analysis and the work that delivers it finally live in one place.

The case for an AI investment and the work that delivers it usually live in different artifacts, owned by different teams. A diligence deck never learns what the migration team actually built. The migration team never sees the assumption that justified the budget. Twelve months later nobody can say whether the number was right, because the number and the outcome were never in the same system.

So we made the assessment computable. Eight deterministic scoring engines, six readiness dimensions, and Newton-Raphson IRR calculate the result from modeled cash flows. Every input is visible on screen. The same inputs produce the same score. The assessment then populates the value plan. The plan populates the migration queue. The run record stays with the original projection.

None of that removes judgment. An operating partner still sets the assumptions. When a migration crosses the configured risk thresholds, a named human approves the run before execution. The reasoning and the decision survive the handoff.