The situation
The evaluation depended on company materials, market evidence, contracts, financial records, ownership information, and management explanations that did not naturally reconcile. Reviewing each source independently would have produced parallel workstreams instead of one decision.
The intervention
CG&AI structured the source set into a diligence record, entity and ownership map, financial model, risk register, open-question log, decision materials, and a practical operating workplan.
Specialist workflows accelerated extraction, comparison, and consistency checks. Senior review determined which discrepancies mattered, what remained unproven, and what conditions belonged in the decision.
The result
The decision-makers received one reviewable path from source evidence to conclusion. Material risks, assumptions, unanswered questions, and post-decision actions were visible in the same operating record instead of being dispersed across decks and email.
Engagement model
The work began as a focused decision mandate and expanded only where additional analysis or operating design was required. The structure can support a single transaction or become a repeatable diligence system.
No consequential conclusion was delegated to automation. Source links, unresolved discrepancies, model assumptions, and approval points remained explicit for human review.