FinDaS AI

Examples

What a client receives

Each example is a deliverable as a client receives it, with the note of the checks that ran on it. The company and its data are invented.

Monthly report · invented company

A monthly revenue report for a subscription business

Recurring revenue, the revenue bridge, customers by plan and a 6-month forecast, for September 2026: €342,458 a month, up €2,336 on August. Built by AI agents, for a company with no BI team.

Read the report

Model readout · invented company

A churn model readout for a subscription business

How well a churn model ranks customers on the 6 latest months, which it never saw, how it compares with the rule “no login for 30 days”, whether its scores match who left, and what the list is worth.

Read the readout

Decision memo · invented company

A decision memo on a price increase

Starter from €29 to €31.90: the break-even, a 3-month test, a result whose 95% range ends at 5.6 points against a 9.5-point line, and the recommendation.

Read the memo

In the memo

Break-evenTest sizeResult and its rangeRecommendationSign-off

Model readout · invented company

A propensity-to-upgrade model readout

Which customers on the lower plans move up in the next 90 days: the upgrade rate by tenth of scores, the share of upgrades the top fifth catches on a quarter the model never saw, whether the scores match who upgraded, and the quarter's contact list.

Read the readout

In the readout

Lift by decileGainsCalibrationWhat moves the scoreContact listSign-off

Offer analysis · invented shop

Which product to offer next: a market basket analysis

Support, confidence and lift on a year of an invented coffee shop’s orders, the next offer for each of its main products, and a test on the months the rules never saw: which offers held and which did not.

Read the analysis

In the analysis

Support, confidence, liftTop pairsNext offer by productHoldout testTest sizingSign-off

Weekly dashboard · invented company

A weekly KPI dashboard, with the checks first

Which sources loaded and which checks fired, then recurring revenue, churn, sign-ups and trial conversion against last week and their recent range. A stale source and a duplicate customer ID are planted to show what the reader sees.

Read the dashboard

On the dashboard

Sources loadedChecks firedKPI tilesTrendPlansWhat changed

Loyalty review · invented company

A loyalty programme review for an online shop

Points issued, redeemed and expired, breakage and the liability, how fast members redeem, how much of members’ higher spending the programme causes, and a decision on how long points last.

Read the review

In the review

Points accountBreakageLiabilityRedemption curveSpend the programme addsDecision

Write-ups

From our own data

Web analytics

87% of “direct” visits were bots

Our web analytics said most visitors typed the address in. Their screen sizes said almost nine in ten of those visits were browser automation.

Read the write-up

Funding report

Rebuilt on new data, our monthly valuation figure rested on 3 to 13 deals

Our funding report printed a median valuation in seven monthly issues. For November 2025 it said $500m; rebuilt, the figure is $11,000m. Most rounds do not disclose a valuation.

Read the write-up

Start here

Want a report like this on your own numbers?

Up to thirty minutes on one question, then a fixed proposal.

Book a free call