A desk for the insurance account nobody can afford to serve
A $45 a month policy pays the agent a few dollars a month. So the smallest businesses are left with one carrier's website or no cover at all, and 73% are under-protected.
Neil Gaikwad
DisclosureI built a working demo of a multi-carrier quote flow with synthetic carriers. It is not a company and I have no commercial interest in this market.
The gap
Small commercial insurance is a $158B market sold mostly by people. Independent agents write 87.7% of commercial premium, and each small account takes the same steps as a large one: an application, the same answers typed into several carrier portals, a quote comparison, then years of certificates and endorsements.
The arithmetic does not work at the bottom. A median general liability policy runs $45 a month, and a typical commission is 10 to 15%. That is a few dollars a month to cover hours of work. The only hard benchmark I found is old but blunt: in 2012 agencies spent $1.54 to earn each dollar of small commercial income. So agencies quietly deprioritize micro accounts, and the owner ends up on one carrier's website, comparing nothing.
The result shows up on the buyer's side. A quarter of small business owners carry no insurance, and 73% have none or too little. More than a quarter of the under-insured say comparing providers is simply too hard.
Why now
Agents have started buying AI. The share of independent agencies using it went from 15% in 2024 to 46% in 2026, and 79% of agents want carriers to automate commercial submissions. Two years ago this buyer would not take the meeting.
The rails exist. Ivans connects more than 38,000 agencies to more than 700 carriers, and Applied Systems bought both a comparative rater (Tarmika, 2022) and a submission AI company (Cytora, 2025). The incumbents are telling you where they think the value is.
Reading a messy submission is now cheap. PDFs, loss runs, emails and ACORD forms are exactly the documents current models parse well, at a cost that finally fits inside a $45 policy.
Who pays, and how they buy
The buyer is the independent agency, not the business owner. A typical agency has about ten people, and the producers would rather spend their time on accounts worth $10,000 in premium than $500.
Agencies already pay to get small accounts off their desks: comparative raters at about $50 per user per month, outsourced servicing firms, and offshore assistants at $8 to $15 an hour against $25 to $34 for a US service rep.
Money already moving
- Commercial comparative raters are sold at about $50 per user per month to save agents from typing the same risk into each portal. secure.insurezone.com
- Offshore policy-admin assistants are priced at $8 to $15 an hour against $25 to $34 for a US commercial service rep (vendor benchmark). stealthagents.com
- Outsourced servicing for retail agencies is an established business: new business processing, renewals and policy checking. resourcepro.com
- Applied Systems paid to own both rating and submission intake, buying Tarmika in 2022 and Cytora in 2025. coverager.com
The wedge I would back
A micro-account desk sold to independent agencies. It takes a small business from the first email to a bound policy across the agency's carrier panel, then handles the certificates, endorsements and renewal that follow. The licensed agent reviews and signs. The product makes a $45 policy worth keeping on the books.
I would charge per active account, so the agency's cost falls with its smallest customers instead of rising with seats.
What I would not fundA new digital carrier or direct-to-owner agency. That path ends in carrier ownership more often than not: NEXT went to ERGO, Thimble to Arch, Insureon split between Hub and Bold Penguin.
The founder I would back
A former commercial lines account manager or agency principal who has lived the re-keying, paired with an engineer who can make forms and portals behave. Ideally someone who already holds a producer license and can name the five carriers whose portals hurt most.
Who is already building
| Company | What it does | Stage and last round |
|---|---|---|
| Cara | AI for agencies: coverage comparisons, proposals, certificates, ACORD forms | $8M seed led by Kearny Jackson Mar 2026 · vcaonline.com |
| General Magic | AI agents that speed up insurance quoting | $7.2M seed Feb 2026 · fintech.global |
| Harper | AI-native licensed commercial agency for small and mid-sized businesses | $46.8M seed and Series A, Series A led by Emergence Feb 2026 · techcrunch.com |
| COVU | AI tools plus licensed human support for agency servicing | $12.5M first tranche of a Series A Oct 2024 · pulse2.com |
| Layr | Small business insurance software for independent brokerages | $10M led by Cota Capital Nov 2023 · insurance-edge.net |
| Pibit.AI | Submission intake and underwriting for carriers and MGAs | $7M Series A led by Stellaris Nov 2025 · vcaonline.com |
| Pathpoint | Digital wholesaler for small commercial E&S quotes | $12.5M led by Caffeinated Capital Feb 2023 · vcnewsdaily.com |
As of Oct 2026
Risks
- Carrier appetite is the binding constraint: 86% of surveyed agents report product availability problems, so faster intake does not create capacity. insurancejournal.com
- Errors land on the licensed agency. Failure to procure coverage is about 30% of agency E&O claims. iamagazine.com
- The 33-quarter run of commercial premium increases ended in Q1 2026, slowing growth for anything priced on premium. insurancebusinessmag.com
- Relationships still drive satisfaction: small commercial customers score 750 when both insurer and agent understand the business, and 547 when neither does. insurancejournal.com
- States keep adding AI governance duties: 24 jurisdictions had adopted the NAIC AI bulletin by March 2025. quarles.com
Sources
- Insurance Business, $158B small commercial market (Conning, Sep 2026)
- Big I, 2026 market share report
- Insurance Business, 2026 Agency Universe Study
- ERGO NEXT, Small business underinsurance report (Jul 2026)
- Insureon, Small business insurance costs
- Ivans, 2026 agency-carrier connectivity survey
- Rough Notes, Small commercial profitability (May 2012)
- Coverager, Applied Systems acquires Cytora (Sep 2025)
- ERGO, Completion of NEXT Insurance acquisition (Jul 2025)
- Insurance Journal, J.D. Power small commercial study (Aug 2026)
- Insurance Journal, Agents struggle to find capacity (Oct 2025)
Nothing here is investment advice: these are my own notes on public information, written to sharpen judgment, not to recommend buying or selling anything.