The accounts nothing else can read.
National brokerages, coverage-led regionals, wholesalers, law firms, and client-side risk teams run Qumis where coverage is the product — the towers, the manuscript wordings, the denials, the accounts that decide the year.
Thirty minutes, on your hardest account, live.
In production at 150 organizations · 4.73 million pages of commercial P&C documents processed
Every voice, in full.
Verbatim, lightly trimmed for length, attributed by role and firm type until each speaker clears written attribution.
“Qumis is the only tool we’ve proven to be effective at scale. Full stop.”
“It just took five minutes instead of four hours — and it put it together exactly how I would have done it myself.”
“These really large, intense programs — Qumis is the better fit for that.”
“For our complex risk, they are built in towers — multiple policies by various carriers layered on top of each other, and they just follow the language below. The entirety of the coverage is defined by the complete stack.”
“That first page caught warranties, and it caught the MFA condition precedent — not something I would have thought it would catch, because it doesn’t say ‘warranty.’ It’s picking up that it’s functioning as a warranty.”
“This particular wording comparison has come up two or three times — a game changer. It’s something I’m always asking for and we’ve never had.”
“Qumis has a little bit more insurance industry context than ChatGPT, Claude, and certainly Copilot — which starts the conversation off on the right foot.”
“Five minutes for the report, twenty minutes of review, you’re done in half an hour. That could have taken three, four hours before.”
“Our people are talking about it. They’re showing each other. I have too many emails in my inbox from this morning with additional people saying they want access.”
“The naked eye might miss some things. It said, you might want to ask why you have this 55% increase, or why there’s reduced coverage on that. I was a little surprised.”
“Maryland has a different structure — but it picked up on it, which was excellent. It picked up that it had an exception. Three to five minutes.”
“I use Qumis for everything now. It gives me a better work product.”
“I really like the executive summary — whittle it down for the executive, and if there are areas to deep-dive, we’ve got the data behind it.”
“It’s doing that in three to five minutes, as compared to an hour and a half to two hours of somebody’s time we really want doing marketing work.”
“Huge time saver, professional look, gives us the consistency.”
“We make a whole website with an interactive map of everything — we blow them out of the water every time.”
“I love the branding — simple, clean, crisp. This report is something I’ve been manually putting together for years.”
“It’s much smarter, much better — and it’s something that’s available today.”
“Back in my day I had to turn my two screens vertically so I could scroll through each one and compare.”
“I do love the vastness of this product.”
Built for the documents that break other tools.
Customers describe the work themselves: the large, complex, legal-leaning accounts — towers, manuscript wordings, claims advocacy — that service-desk tools stop short of. Qumis was built for exactly that end of the book.
Qumis production data, August 2026.
Caught before it bound, in their words.
Recorded calls, 2026 — attributed by role until each speaker clears written attribution.
“We’re just double-checking to make sure nothing significant got missed — the building limit was accidentally deleted, a sublimit for social engineering that wasn’t on there last year.”
Broker, recorded call
“Warranties… retroactive dates… the general aggregate jump — noticed right away.”
Broker team, recorded call
“Not everything we requested was on the endorsement… that’s exactly what my account manager said too. Wow. Okay, cool.”
Broker, verifying an issued endorsement against what was asked for
“When you get down to limits — this is high impact… we were under the gun to give a good quote.”
Broker, recorded call
On the record, by name.
“I thought, ‘No way it catches everything.’ But after using it on layered programs and seeing it find discrepancies I missed, I was sold.”
“Qumis is a revelation. It’s the only tool I’ve seen that truly feels like it was built by and for insurance experts.”
“Like a first-year associate, only faster and more accurate. It consistently delivers thoughtful, well-reasoned responses.”
The numbers, with their base.
Survey of 109 Qumis users, self-reported. Seat expansion: largest brokerage deployments, trailing twelve months. Our largest customers run enterprise deployments of general AI assistants and Qumis side by side.
Underneath the six is Coverage Intelligence — the system of judgment Qumis is building for commercial insurance, where every reviewed decision makes the next one better.