Calculators & Estimators
Single-purpose numeric tools that take a small set of inputs and output a specific number — cost, time, risk exposure, payback period. Resolves the quantitative question your CFO or procurement lead will ask anyway, into a defensible number with a transparent model behind it.
Each calculator answers one specific quantitative question — ROI, expected loss, audit hours, time-to-production. No bundled tools.
Every input recalculates the result in real time. Adjust an assumption and see the headline number move.
Every calculator includes the formulas, assumptions, and calibration sources behind the number. Defensible inside any organization.
Capture inputs + outputs in a forwardable text block — paste into a steering-committee deck or send to a finance partner.
Synthetic-Data ROI Calculator
~45sCompliance-review hours are the line item CFOs usually undercount when pricing an in-house build against a one-time license. Answer a few questions to see the payback period and what continuing in-house actually costs.
Time-to-Production Calculator: In-House vs. Synthetic Wealth Data Sets
~40sThe hidden cost of an in-house synthetic corpus isn't dollars, it's the weeks your team can't ship while it doesn't exist — often longer when a team restarts after missing an edge case. See how wide that gap is for your team.
Test-Data Privacy-Risk Exposure Calculator
~50sProduction data sitting in staging carries breach risk that access controls don't fully close — the Capital One and SolarWinds pattern shows even tightly controlled firms aren't immune. This estimates what that risk costs, and what synthetic data avoids.
Edge-Case Coverage Gap Estimator
~40sProduction defects in wealth-tech features cluster in code paths no synthetic household ever exercised. This turns that into a number: expected defect rate for your feature, and how many archetypes close the gap.
Compliance-Audit Hour Estimator
~50sA compliance exam's cost splits between the regulator's hours and your prep hours — and prep hours track evidence posture more than firm size. See where your exam scope and readiness put you, and what closes the gap.
AML False-Positive Rate Tuning Estimator
~50sEvery AML alert an analyst clears is time not spent on real risk — but tuning the threshold down without synthetic cases spanning it risks losing true positives along with the noise. See what it takes to tune safely.
Form ADV Refresh Effort Estimator
~40sAnnual Form ADV amendment effort scales with account complexity and how manual your process still is, not just AUM. Answer a few questions to see where your cycle falls, and which artifacts compress it fastest.