* Revenue figures are market-based estimates only and are not guarantees of income. Actual results will vary based on execution, market conditions, and individual effort. This is not financial or investment advice.
How the agent runs it
When a surplus lines broker uploads a commercial policy declaration page, the Intake Agent parses coverage terms and premium totals via ACORD XML, the Underwriting Agent scores credit and loan-to-value risk, and the Origination Agent generates a signed premium finance agreement via Docusign within 4 hours. The Servicing Agent then manages the full payment schedule—sending Twilio reminders, processing ACH draws through Stripe Treasury, and issuing cancellation notices to carriers automatically if a payment fails after two cure-period attempts. The Compliance Agent monitors state-specific premium finance regulations nightly and patches agreement templates before the next business day opens.
Who this is for
Ideal for a founder with a background in insurance operations, MGA management, or fintech lending who already holds or can quickly obtain a premium finance license in one or two anchor states. They need no daily operational involvement — their edge is the regulatory relationship and the broker distribution network they seed at launch. This suits a semi-retired insurance executive or a compliance-savvy operator who wants passive cash flow from a highly defensible, regulation-moated niche.
Market opportunity
The U.S. surplus lines market wrote $98 billion in premium in 2023, growing 15% YoY as admitted carriers exit catastrophe-exposed and hard-to-place classes — every dollar of that premium is a potential premium finance candidate. Legacy premium finance companies (AFCO, Imperial, First Insurance Funding) are slow, paper-heavy, and broker-unfriendly, creating a clear gap for a fast, API-native competitor. The combination of rising commercial insurance premiums and tightening carrier payment terms means broker demand for premium finance is at a cyclical high right now.
Boss agent: CERTUS-PRIME
CERTUS-PRIME orchestrates the full loan lifecycle by routing each policy through the correct agent sequence, enforcing credit and compliance gates before any agreement is issued, and escalating edge cases that breach predefined risk thresholds to the human owner.
- ■ No loan agreement may be generated if the insured's credit score is below 580 or the financed premium exceeds $250,000 without human review
- ■ All agreement templates must carry a Compliance Agent approval timestamp from within the last 48 hours before issuance
- ■ Cancellation notices to carriers may only be triggered after exactly two failed ACH attempts within the contractual cure window — never before
The agent team
Human touchpoints
// the only things that still need you
- 👤 Signing and renewing the premium finance company license in each state where the business originates loans — a regulated act that legally requires a licensed individual or entity officer
- 👤 Approving any individual loan that exceeds the $250,000 premium threshold or falls below the minimum credit score gate set by CERTUS-PRIME
- 👤 Countersigning Compliance Agent-flagged agreement template amendments before they go live in the origination pipeline
- 👤 Authorizing large treasury movements above $50,000 (bulk carrier disbursements or capital reserve transfers) as required by Stripe Treasury's business account controls
Tech stack
Monetization
Revenue comes from a finance charge embedded in each loan (typically 12–18% APR equivalent on 10-month installment plans), plus a $35 origination fee per policy financed. At 80–120 loans per month averaging $4,200 premium each, net finance charge income reaches $18K–$38K monthly with near-zero marginal cost per loan.
Key risks
- → State premium finance licensing requirements vary — some states (FL, CA, TX) require a dedicated premium finance company license before originating loans, which must be secured before launch in those jurisdictions.
- → Carrier cancellation notice windows are strict — if the Servicing Agent misfires a cancellation trigger even one day early, the business faces E&O exposure and potential regulatory complaint from the insured.
Getting started
- 1 Obtain a premium finance license in one stateFile for a premium finance company license in Texas or Georgia first — both have streamlined applications, low net-worth minimums (~$25K), and large surplus lines broker populations. This is the single non-negotiable human task before any loan can be originated.
- 2 Configure the ACORD XML intake pipelineSet up a secure broker portal where surplus lines brokers upload declaration pages; connect the ACORD XML parser to Claude's document understanding layer so the Intake Agent can extract premium, carrier, policy number, and effective dates without manual keying.
- 3 Build and test the Docusign agreement template libraryCreate state-specific premium finance agreement templates with dynamically populated fields (loan amount, APR, payment schedule, cancellation rights) and run 10 end-to-end test signings with a pilot broker to validate accuracy before going live.
- 4 Seed broker distribution with five target MGAsPersonally email or call five surplus lines MGAs or retail brokers you have existing relationships with and offer a 30-day free origination fee trial — this human-seeded pipeline gives the agent team its first real loan volume to operate on within week one.
- 5 Activate the Compliance Agent nightly regulatory scanPoint the Compliance Agent at NAIC, state DOI RSS feeds, and the NAPSLO regulatory bulletin archive so it flags any premium finance statute changes overnight and queues template amendments for your one-time human review before the next business day.
// done for you
Want us to build
AutoCertus: Autonomous Surplus Lines Premium Finance Bureau
for you?
We contract experienced engineers to deploy AI agent businesses end-to-end — custom domain, branding, live and earning in weeks. No code required on your part.
We reply within 1 business day · No obligation · Canadian-based team