AI labs license how fintech teams work: decision trails, exception handling, playbooks and expert notes. See what your team's judgment is worth in two minutes.
Models can automate the first half of finance work. What they lack is how experts handle the rest: the exceptions, the overrides, the escalations. That judgment is what labs pay for.
Underwriting decision trails, reconciliation exception handling, KYC and AML escalation reviews, rebalancing and advice rationale, research models with analyst notes, ops SOPs and playbooks.
We work from your SOPs, decision notes and case trails inside your walls. Identifiers are stripped before anything is packaged, and nothing goes out without your approval.
Nothing leaves your systems until your team approves it. What labs license is the workflow: the steps, the calls and the reasoning behind them.
Answer a few questions about your workflows and see a private estimate. Nothing shared, no commitment.
With your team, we turn SOPs, decision notes and case trails into scenario, rubric and expert-answer tasks, with identifiers stripped inside your systems.
Non-exclusive by default, so one dataset can go to several labs. You approve every deal and get paid per licence.
Fintech teams license how their work gets done. Finance professionals get paid to write and grade expert tasks, and for work they already own.
Policy exceptions, overrides and reduced limits, with the reasoning.
Reconciliation breaks, how they were cleared, and the SOPs behind them.
Which alerts get escalated, what reviewers checked, how cases closed.
Why a portfolio was rebalanced, and the notes behind each model.
GST, TDS, ITR, audit and Ind AS work.
Models, initiations, theses with outcomes.
Financial plans and allocation reasoning.
Stress tests, ECL, model validation.
Every estimate comes from the same model, built on what AI buyers pay today. You see each factor behind your number.
Σ Base × Team size × History × Recording × Labels × Rarity × Rights
Rate × Experience × Hours + Owned work
Estimates are for non-exclusive licences. Exclusive deals typically pay 4–5×.
No. Labs license how your team works. We build tasks from your SOPs, decision notes and case trails, and strip identifiers inside your systems before anything is packaged.
A set of realistic case files with the steps your team took, the calls they made and why, plus a rubric for grading an AI's answer. Labs use them to train and evaluate models on real finance work.
We design every dataset around the DPDP Act and RBI guidelines: no personal data, nothing that identifies a person, and your legal team signs off before anything is licensed.
Paid expert tasks in Indian hours: building and checking finance problems for AI training, like GST reconciliations, credit decisions or valuations. You can also license work you own, never client-confidential material.
No. It's a private, indicative range from our model. A real offer comes after we review your workflows and match them to buyer demand.
Nothing to get an estimate or list. We earn a share only when you get paid.
Answer a few questions about how your team works and see your estimated range in about two minutes. The estimate stays private to you.