BREAKING: Fintary closes $10M Series A led by Infinity Ventures
Total funding now $12.8M
Reconciliation cut from weeks to minutes
One client: 34% gross profit jump in 60 days
50+ insurance businesses on the platform
Founded 2021 in San Mateo, California
Built by a former agency owner who got tired of 2 a.m. spreadsheets
01 — Who they are now
A commission statement walks into an algorithm
Somewhere right now, a carrier statement lands in an agency inbox. It is a PDF, or a spreadsheet, or a scan of a spreadsheet - the format is rarely a courtesy. A few years ago that statement meant a long night for someone with a calculator and a grudge. At Fintary's customers, it now means almost nothing. The file is read, matched, reconciled, and paid out before anyone finishes their coffee.
Fintary is a San Mateo software company that automates the financial back office of insurance distribution. It takes the messiest, most thankless part of running an agency - figuring out who earned what, from which carrier, on which policy, after which split and override and chargeback - and turns it into something closer to a dashboard than a chore. Roughly 50 insurance businesses run on it. The company is 29 people and a fresh $10 million.
The industry deserves better.
Qiyun Cai, Co-founder & CEO
02 — The problem they saw
Insurance runs on commissions. Commissions run on spreadsheets.
Here is the open secret of insurance distribution: the money that makes the whole industry move - the commissions paid to agents and agencies - is tracked, for the most part, by hand. Every carrier sends statements in its own format. Every agency stitches them together in spreadsheets that grow more haunted by the quarter. Splits, hierarchies, overrides, bonuses, chargebacks. Multiply that across dozens of carriers and thousands of policies and you get an industry that quietly leaks revenue it can't even find.
The romance of insurtech usually lives at the front: shiny quote engines, slick apps. The back office, where the cash actually changes hands, got left in 2004. That is the gap Fintary decided to stand in.
I'll never forget staying up until 2 a.m. on a Sunday, buried in spreadsheets trying to reconcile commissions.
Qiyun Cai, on the night that started it
03 — The founders' bet
Built by people who lived the 2 a.m. spreadsheet
Qiyun Cai didn't read about this problem in a market report. She ran an agency. The late nights reconciling commissions were hers. When she co-founded Fintary in 2021 with Yu Chen and Michael Lee, the bet was simple and a little stubborn: the people best equipped to fix insurance's back office are the ones who suffered through it, not outsiders treating it as a generic data problem.
The team they assembled leans the same way - former insurance executives, engineers who specialize in insurance technology, and success managers who have personally processed commissions. It is, charmingly, a company full of people who would rather not see another carrier statement, building the thing that reads carrier statements so no one else has to.
Fintary stands out because they understand the insurance world from the inside out.
Jeremy Jonker, Co-founder, Infinity Ventures
04 — The product
Four jobs, one platform, zero all-nighters
Fintary calls itself the intelligence layer for insurance distribution, which is a tidy way of saying it sits between the carriers and the agency and does the math everyone hates. AI extracts data from whatever the carrier sends. Reconciliation flags what doesn't add up. Calculations handle the baroque logic of splits and overrides. And a white-label portal lets producers see what they're owed without filing a request and waiting a week.
SERVICE 01Compensation & Reporting
Hierarchies, splits, overrides, and bonuses, calculated and reported down to the individual producer.
SERVICE 02Revenue Management
AI-powered data extraction, reconciliation, chargeback monitoring, and automatic revenue-gap detection.
SERVICE 03Business Insights
Real-time profitability by line, carrier, product, and agent - plus forecasting tools.
SERVICE 04Producer Portal
A 24/7 white-label window so agents see their commissions and performance under the agency's own brand.
It connects to the systems agencies already run - Applied Epic, Salesforce Financial Services Cloud, SmartOffice, OneHQ, BenefitPoint, carrier downloads, and payment processors - so the platform slots into the back office rather than asking anyone to rebuild it.
05 — The proof
The numbers do the arguing
Founders' stories are charming; agencies pay for results. Fintary's case studies put figures on the table. One client saw gross profit climb 34% within 60 days. Another tripled its book value on revenue it had been quietly leaking. A third shrank its commission team from five people to two and started paying producers weekly instead of monthly. Across the board, the company reports reconciliation falling from weeks to minutes - and agencies clawing back 15 to 40 hours a week.
What changes after Fintary
Reported client outcomes · illustrative
+34%
Gross profit
in 60 days
Heights are scaled for readability, not a shared axis - each bar tells its own small story. The point isn't the geometry; it's that every column moves the right way.
Fintary is helping insurers grow faster, operate smarter, and turn financial operations into a competitive advantage.
Jeremy Jonker, Infinity Ventures
06 — The mission
Turn the back office into the front foot
Fintary's stated ambition is to make commission and business operations a competitive advantage rather than a tax. That sounds like a slogan until you remember what the alternative looks like: an agency that can't tell you, in real time, which carrier or product or producer is actually making money. Pay people accurately and on time, and they stay. Recover the revenue you were leaking, and you grow. The mission is less about software than about giving agencies their own numbers back.
Weekly payouts instead of monthly. A commission team of two instead of five. The same agency, minus the all-nighters.
From a Fintary client case study
07 — Why it matters tomorrow
The back office is where the next edge hides
Insurance distribution is consolidating, and the agencies that survive will be the ones that actually know their economics. The commission statement - that humble, ugly artifact - is the raw material for all of it. Whoever reads it fastest and most accurately gets to make better decisions about carriers, products, and people. Fintary is betting that the company that automates the reconciliation also gets to own the intelligence built on top of it. That's the plan behind the Series A: push past commissions into broader insurance financial management.
So return to that carrier statement landing in an inbox. In the old world it was a threat - a night lost, a number missed, money leaking somewhere no one would catch. In Fintary's world it's just data, read and reconciled and paid before the coffee cools. The file didn't change. What it costs you did.
★ The footnotes
Origin storyA literal 2 a.m. Sunday spreadsheet session is the company's founding myth - and it's true.
Tagline"The Intelligence Layer for Insurance Distribution."
Homepage promiseInsurance agencies, 10% monthly revenue growth.
The AI's jobRead messy carrier commission statements so humans never have to again.
Rare in the fieldLed by one of the few female founders in insurtech commission software.
