Wizard
Synthetic-Data Refresh Cadence — Decision Tree
Published May 10, 2026
A synthetic corpus that doesn't refresh becomes liability. Tax brackets move annually. Reg BI sweep findings shift the bar. New product features open new edge cases. This wizard maps the firm's situation to a defensible refresh cadence.
What you walk away with
~1 min · 2 questions · 4 possible outcomes- A specific refresh cadence (per release / quarterly / semi-annually / annually).
- A linked Maturity Assessment to score the firm's current refresh discipline.
- An identified bundle most sensitive to refresh lag for the firm's situation.
Question 1 of ~2
How regulator-touching is the product line?
FAQ
What about ad-hoc refresh on specific events?
Always add ad-hoc refresh for: a major regulatory finding (FTC consent order, FINRA notice), a corpus-relevant law change (SECURE 2.0 etc.), or a product release that opens a new edge-case class. The cadence above is the floor, not the ceiling.