ai-process-assessment:collecting-cost-actuals

To collect actual cost data for AI initiatives, generate a custom worksheet to systematically gather labor rates and vendor quotes. Confirmed values are recorded directly while missing data is flagged as PENDING to maintain audit integrity.

Tracking missing financial data during AI process assessment requires flagging unknown cost inputs as PENDING. This deterministic approach maintains audit integrity by separating confirmed vendor quotes from estimated figures until validated.

Capture fully burdened labor rates during phase 8.5 of the engagement lifecycle. This phase bridges process discovery and business case development by gathering real financial figures from Finance.

Yes, cost collection requires integration with roadmap, use-case briefs, and scoring files. This integration ensures all cost inputs are systematically sourced and recorded as either confirmed values or pending gaps.

Validate vendor quotes and integration costs by enforcing an evidence-based collection process. Procurement data is captured in a structured worksheet, eliminating fabricated estimates during AI engagement scoping.

Avoiding fabricated estimates during AI financial modeling ensures your business case is built on real figures. Structured data collection enforces evidence-based gathering from Finance and Procurement rather than intuition.