The work in scope
Expert workflow discovery and a model-integrity concept, not an autonomous investment product.
8 Pillars Capital / Workflow exploration
Making financial models easier to trace and review.
Exploring how private-equity teams can turn messy financial inputs into reviewable models, with assumptions, source lineage and human judgment kept visible.
Workflow exploration
Make assumptions inspectable.
Financial inputs → source lineage → assumptions → review
The workflow exploration focuses on model integrity: understanding where numbers came from and where an expert’s judgment enters the model.
The question driving the work
Can a reviewer trace a model assumption back to its source and understand why it was used?
Scope note · a summary of the work, not a product screenshot or measured customer outcome.
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