Primary users
- FP&A
- Business finance
- Planning owners
Checks forecast inputs for missing context, inconsistent units, and unusual changes.
Primary users
Intended outcome
Cleaner forecast inputs and a more focused review cycle.
Success measures are selected during discovery and validated against available baseline data. This blueprint does not promise a universal performance result.
Operating workflow
Load submitted assumptions
Validate required fields and units
Compare with historical patterns
Route questions back to the owner
Integration scope
Specific vendors, APIs, permissions, data contracts, and rate limits are confirmed before implementation.
Delivery
Users, current process, data sources, decision boundaries, exceptions, and measurable success criteria.
Architecture, model and retrieval choices, interfaces, integrations, permissions, and human review points.
The agreed application experience, automation logic, prompts, data flows, and operational controls.
Representative testing, deployment documentation, administrator guidance, and prioritized improvement backlog.
Scope this solution
Share the current workflow, users, data sources, decision boundaries, and systems that must connect. Surutech will propose a practical implementation scope without inventing capabilities or performance claims.