Illustrative example — not a customer result
Solution approach
Calculate metrics in trusted code or spreadsheets, then draft commentary from validated values. Link every figure to its source and period.
How to pilot it
Choose one task type and representative examples, including difficult cases. Measure a baseline, define acceptance and name a reviewer. Compare the full workflow including corrections.
- Data needed
- Validated extracts, metric definitions, reporting calendar and access rules.
- Potential impact
- Reduce formatting and commentary preparation; measure total reporting time and corrections.
- Example technologies
- SQL, Power BI, spreadsheet checks, controlled LLM generation
- Risks & review
- False causal explanations and mismatched periods. Do arithmetic outside the language model and approve conclusions.