Generated spreadsheets break at the first hurdle.
Most AI tools generate spreadsheets end to end and hope the output is correct.
Assumptions disappear into formulas. Errors become difficult to trace. Small mistakes compound across the model — and by the time you’ve found and corrected them, you’d have been faster building it yourself.
The work doesn’t stop at the first version. Equity wants a downside; the lender wants a longer hold; investors want a different waterfall. Every scenario triggers another iteration of the model — and every AI-generated iteration needs a full audit before anyone can trust the numbers.
- Assumptions get buried in formulas
- Looks right until you audit it
- Errors compound across the workbook
- New scenario, new review, new risk
- Dynamic inputs. No buried assumptions.
- Built from validated financial components
- Built-in validation loops
- Run any scenario. No rebuild needed.