At Qvery, we help insurers put people on the work that matters, with custom AI agents that read submissions, policies and claims. Every finding shows its page, and your team decides. A first working result in two weeks.
Vlad Shvets, Partner @ QveryYour underwriters didn't spend years learning risk to sort attachments. Your adjusters shouldn't read every page of a claim file before the first call. At Qvery, we help insurers put people on the work that matters, with custom AI agents that do that reading. Every finding shows its page. Your people still make every call.
Four custom AI agents for insurance teams, one for each place a document waits on someone's desk. The new submission, the issued policy, the open claim and the renewal.
A broker's email lands with a pile of attachments. The agent sorts them and pulls the risk details, each with its page. It checks them against your underwriting guidelines and drafts the reply for what's missing. Your underwriter reviews the findings and decides whether to quote.
It compares each issued policy and renewal with the quote or binder it should match. That covers the insurer, the insured, dates, limits, deductibles and forms. Every difference comes with its page in both documents. Your account manager decides what it means and sends the questions.
It reads every page of a claim file and builds a dated timeline. It flags documents that disagree, invoices that repeat and papers the file mentions but doesn't hold. The adjuster gets a two-page brief and a drafted request for what's missing. Coverage and payment stay with the adjuster.
It lists every form and amendment on a commercial policy, with its number and page. It flags the ones that exclude or limit claims involving AI. Your account managers see which clients have one. They review the wording and decide what to discuss with each client.
Set for an insurance group of about 200 people, with 41 on these jobs. Put in your own numbers and the result updates.
Saved a year $343,270
At Qvery, we help insurers put people on the work that matters, with custom AI agents that read submissions and policies. They also brief adjusters on claim files and find AI exclusions. We build them around your inbox, your rules and your systems. The submission agent turns a broker's email and attachments into a one-page summary. The policy agent lists every difference between the issued copy and its binder. The claim agent builds a two-page brief with a dated timeline. Every line they report points to its page.
All of them. Agencies and brokerages use the policy check and the renewal review. Managing general agents and specialty carriers use the submission intake. Carriers and claims administrators use the brief for adjusters. We build each agent around how your team works, for a company of about 100 to 500 people. The policy check serves the agency that reads each issued one against its binder. The claim brief serves the adjuster who reads a whole file before the first call.
No. Quoting and declining stay with your underwriter. Coverage and payment stay with your adjuster. What a policy means for a client stays with the broker who reads the wording. The agents do the reading and put the facts in front of the person who decides. The submission intake agent drafts the reply to the broker, and your underwriter sends it. A brief never says a claim is covered, should be paid or should be denied. A disagreement between documents is a difference to look at, never an accusation.
You give it your rules: your underwriting guidelines, your claim checklist and the list of forms to look for. The agent checks each file against them. Where you have no rule for something, the agent says so instead of making one up. Without written guidelines, submission intake still sorts the documents and lists what is missing. We help you write them down when we build it. The exclusion agent looks for the form numbers your team names, and new ones are added as carriers file them.
Every fact, difference and form an agent reports names the page it came from. The page, not the whole file, is what gets checked. A page it cannot read is listed as unread, never guessed at. A claim brief says not found when a date or an amount is not in the file. Where two documents disagree, the agent shows both pages and your team looks. That is also how we test an agent on your own files before it goes live.
The agents start where the work already lands: your shared inbox, the files insurers send and your systems' exports. Brokers keep sending submissions to the same shared inbox. The brief agent starts when a file is ready in your claims system. Where a system allows it, an agent can read and write. We check what each one allows before we build. Policy checking changes nothing in your agency system without a person.
Each agent costs about $20,000 to $25,000 to build. All four together cost about $76,000 to build. Running them costs about $2,800 a month. The calculator on this page is set for an insurance group of about 200 people, with 41 on these jobs. On those numbers, the agents can save about $343,000 a year in team time, after running costs. The calculator shows the four jobs one by one. Where two jobs cover the same pages, it counts that work once.
Before any build, we agree in writing which systems each agent may use and where its data is processed. Only the people named there see it, and nothing is kept longer than agreed. Qvery is based in the EU, so Europe's data protection law, the GDPR, applies. We also sign a data processing agreement. Each agent reads only what you connect it to. Files you send to the free try are deleted as soon as your result is sent.
New forms let insurers exclude or limit claims involving AI, and they can arrive with any commercial renewal. The AI Exclusion Review Agent reads the list of forms on every renewal you give it. It lists every form with its number and page and flags the ones that mention AI. Your account managers see which clients have one, so your team can call them first. Your account managers read each flagged form in full before they call the client. In your build, it can also read the policies you already hold.
Choose Let's Partner at the top of the page to book time with Vlad Shvets. We pick the one job that costs your team the most hours. We build its agent on your own files and systems, with a first working result in two weeks. Then we add the next. The first job is free to try: a broker email, turned into a summary and a drafted reply. Each agent runs beside your team on real files first, and your people keep making the calls.