Operational AI · Commercial Insurance

The AI workforce operating system for commercial insurance.

Deploy governed AI coworkers inside the workflows agencies, wholesalers, and MGAs actually run — submissions, underwriting support, policy service, claims, and renewals. From intake to renewal, Seven16 handles the work between the decisions. Every consequential action waits for a human yes, and every step is audited.

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Your governed AI workforce
live
UW
Underwriting Assistant
Scoring a new submission
IC
Intake & Clearance
Reading an ACORD + loss runs
RW
Renewal Watch
Flagged 3 at-risk renewals
PC
Producer Comms
Draft ready — waiting on your approval
MK
Marketing
Writing a trucking-niche campaign
SD
Service Desk
Answering a policyholder · 24/7
Every action is audited. Anything that binds, sends, or spends waits for a human yes.
14
insurance operations agent roles, deployable in one click
100%
test-suite pass required before any agent earns autonomy
Live
FMCSA/DOT carrier data on the underwriting desk today
Every action
recorded to an insert-only, SOC 2-ready audit trail
The whole operation

Your placement desk and growth engine, run with governed agents.

Submission to renewal, with a human approval gate in the middle and an audit trail underneath — the same shop you run today, with governed AI agents inside every step.

THE PLACEMENT DESKSubmission intakeIntake & clearance agentACORD / loss-run readerUnderwriting supportRisk scorer · live DOT dataAppetite & market matchQuote & proposalQuote comparisonProposal drafterHUMANAPPROVALnothing external moves without itService & renewalsRenewal intelligenceService desk, 24/7THE GROWTH ENGINESales & distribution — producer prospectingMarketing — campaigns, content, nichesProducer comms & social — drafts for reviewfeeds new submissionsEvery agent action above lands on an unchangeable audit trail — who asked, what it saw, what it did, what it cost.Agents recommend. Licensed professionals decide. Nothing binds, quotes, or sends without a human yes.
The flagship — deployable in one click

Meet the AI Insurance Ops team. Fourteen roles, each with a job — and a line it won’t cross.

Not one chatbot wearing many hats — a governed department. Nine specialists do the work, two governance members are always included and can’t be removed, and three optional roles extend into growth, markets, and claims. Every card names what the role does and the one thing it will never do.

Core specialists · 9

Nine roles that do the operational work — intake to service.

Orchestration

Ops Command

Runs the workflow end to end — intake to service — and reports the next best action.

Never binds coverage; preparing the bind-ready packet is the job, binding stays a licensed human's call.

Intake

Intake Desk

Turns emails, ACORDs, loss runs, and schedules into a clean file with a missing-item checklist.

Never guesses a missing value — an empty field is missing, not inferred.

Risk Review

Risk Signal

Writes a plain-English, source-cited risk snapshot plus the questions an underwriter will ask.

Never renders an accept, decline, or rate verdict — it describes risk, it doesn't decide it.

Market Matching

Appetite Match

Builds a submit-first market shortlist with the fit rationale for each.

Never invents carrier appetite — unknown appetite is stated as unknown, every time.

Submissions

Submission Builder

Assembles the underwriter-ready packet and the market email drafted for the audience.

Never hides adverse facts, and never sends — drafts go to the account owner.

Quote Comparison

Quote Compare

Puts quotes side by side — coverage, subjectivities, fees — with producer talking points.

Never declares a winner without the tradeoffs, or interprets whether a policy covers a loss.

Renewals

Renewal Watch

Builds the dated renewal timeline and flags what changed since the expiring term.

Never predicts renewal pricing or assumes exposures are unchanged.

Producer Support

Producer Desk

Preps producers to win: call briefs, follow-ups, objection handling, book next-best-actions.

Never promises savings, eligibility, placement, or premium.

Policy Service

Service Desk

Organizes certificate, endorsement, and billing requests; drafts neutral client replies.

Never tells a client they are — or aren't — covered; it routes coverage questions to licensed review.

Governance · always included · 2

Two members you can't switch off: a gate on the way out, a paper trail underneath.

Compliance Gate
Always on

Compliance Clearance

Reviews every client- and market-facing draft — pass, revise, or block — and forces human approval on sensitive actions.

Never approves under deadline pressure, and never gives legal advice itself.

Receipts & Audit
Always on

Audit Vault

Ties every generated claim to its source document, marks unknowns unknown, and logs decisions and approvals.

Never lets an unsupported claim ship, or fills an unknown with a plausible-looking value.

Expansion · optional · 3

Three roles that extend the team into growth, markets, and claims.

Marketing & Lead Gen

Agency Growth

Builds niche and DOT campaigns, landing copy, and producer prospecting sequences.

Never promises savings, coverage, or eligibility in marketing copy.

Carrier Relations

Carrier Relations

Preps appointment packets, carrier meeting briefs, and production summaries.

Never overstates production, hit rates, or book quality to a market.

Claims Intake

Claims Assist

Organizes claims notices, drafts neutral communications, and flags urgent losses immediately.

Never predicts a claim outcome or makes a coverage determination.

What we operate

Six functions of an insurance operation. One governed platform.

01

Underwriting support

Submission intake, clearance, document extraction (ACORD, loss runs), live DOT/FMCSA risk data, appetite matching — a cited risk read on the desk before coffee.

Governed: Recommends only. Never quotes a premium, never binds, never invents carrier appetite.

02

Service & renewals

A governed service desk that answers policyholders and producers 24/7, tracks renewal timelines, and flags at-risk accounts with the receipts to prove why.

Governed: Escalates anything consequential to your team — with the full conversation attached.

03

Sales & distribution

Producer prospecting, qualification briefs, book-of-business analysis, and follow-up drafts that go out only after a human approves the send.

Governed: Every outbound email passes the human approval gate. No exceptions, even for admins.

04

Marketing

Niche campaigns, landing copy, one-pagers, and nurture sequences in your voice — built by a role-based marketing team, not one generic chatbot.

Governed: No asset ships without a message, audience, and goal. Claims must trace to a source.

05

Producer & agent communications

Appointment paperwork chasing, licensing follow-ups, carrier bulletins summarized for the floor, and producer-facing updates drafted for your sign-off.

Governed: Drafts, summaries, and briefs — your name goes on it, so you approve it.

06

Social & content

A steady drumbeat of industry-literate posts and thought-leadership drafts your compliance posture can live with.

Governed: Nothing posts itself. Everything is a draft until a person says go.

Powerful, but on a leash.

Every request — a producer’s question, a submission, a renewal review — moves through the same governed path. The AI does the work; the system enforces the rules; your licensed people approve anything that matters.

Requestwebsite chat · taskfrom your teamSafety screenhostile input caughtbefore the AI sees itYour agentits job description +never-do list, enforcedon every single runHouse rulesallowed · blocked ·or “ask a human”Human approvalrisky steps wait for your yesDeliveredanswer · draft · bookingspending capped, alwaysThe receipt: every step recordedwhat it read, what it did, what it cost — reviewable any time, unchangeable after the fact
1. Define the desk

Describe the job in plain words — what the agent does, what “done” looks like, and what it must NEVER do (quote, bind, promise coverage). The platform writes the job description; you approve it.

2. Test it like a hire

Every agent ships with graded practice tests, including trick questions and red-team drills. It earns independence only at a 100% pass — and re-proves it after every change.

3. Put it on the desk

Your team runs it from the command center; a one-line widget puts the service agent on your site. Every conversation lands with a full play-by-play and a receipt.

Paste an agency’s website. Get its service agent.

Drop in an agency’s URL and Seven16 reads it, extracts the lines, hours, contacts, and markets, and stands up a customized front-desk agent plus a ready-to-embed widget — in seconds. It only ever states facts actually found on the page; it never invents a phone number, an appetite, or a coverage answer.

1 · Paste the URL

The agency's site — or paste text if there isn't one.

2 · We read it

Lines of business, hours, contacts, tone — structured into a profile.

3 · Agent + widget

A branded assistant and its embed code, live and ready to demo.

On your website with one line of code.

Paste one line and your service agent answers policyholders and producers 24/7 — with a per-visitor message limit, a daily cap, and an instant off switch. Try to talk it into a premium indication or a coverage promise: it politely refuses, every time. That’s the point.

See it live: the chat bubble in the corner of this page is one of our own agents— running under the same guardrails you’d put on yours.
The entire install
<script src="https://seven16aiagent.com/widget.js" data-key="YOUR_KEY" async></script>

Works on any website builder that lets you paste HTML.

Built like it’s handling regulated business — because it is.

A never-do list that holds

Every agent carries hard prohibitions — never quote a premium, never bind or imply coverage, never invent carrier appetite, never give legal advice — enforced on every run, even against strangers who push.

Licensed humans approve the risk

Recommendations route to your underwriters and producers for the decision. External actions — an email, a proposal — wait for a one-click human yes. Deny it and it never happens.

Your data stays walled

Hard isolation between businesses and between clients, enforced at the database. Every action lands in an insert-only audit trail — SOC 2-ready from day one.

Your AI account, never marked up

Agents run on your own AI provider key at wholesale prices, with a spend cap on every run. The AI bill is yours, visible per agent, per run — no black box.

Wholesalers & networks: run every agency from one seat.

A guided setup provisions each retail partner a fully walled-off workspace — their service agent, their website widget, their login — in minutes. See every agency’s activity and AI costs in one roll-up, and bill them your way through your own Stripe account. You set the prices; we just make it easy.

The partner model, in detail

Do the math on the desk it takes over.

A service hire at $20/hr runs ~$50,000/year with taxes and benefits — and works 9-to-6. A governed agent covers the same questions all day, every day, for a fraction of it.

Do the math on one seat

What does that role actually cost you today?

Includes ~30% for payroll taxes, workers’ comp, and benefits. Works ~40 hrs/week.

Human employee — all-in / year
$54,080
Sick days, turnover, 9–6 only.
Seven16 AI agent — year 1
$11,000
$5,000 setup + $500/mo · then $6,000/yr · works 24/7.
You keep
$43,080 year 1·$48,080 /yr after
The Agent Library

Built on a platform that can run any operation.

The same governed platform ships role-based teams beyond insurance — a SaaS Delivery Team, a Marketing Growth Team, a Bookkeeping & Finance Office, and more — ready in the library when your operation needs them. Insurance is where we live; the platform is where you grow.

Explore the library
On the roadmap

Where this is going next.

Voice & video agents
Coming soon

Your agent answers the phone — takes messages, answers questions, books appointments — plus a branded video avatar, under the same never-do list and human approvals it has in chat.

Talk-to-build
Beta

Connect Claude (or any AI assistant) to your workspace and build a governed agent by describing it — template, never-do rules, and safety tests included. Live now for MCP clients.

Sandbox
Live

Rehearse any agent against crisis and trick-question drills in a no-consequences test space before it ever talks to a policyholder. Included on every plan.

From $49/month. Your AI at wholesale. 14-day free trial.

Solo $49 · Team $129 · Agency $499 with unlimited client workspaces. No message limits, ever.

✓ Cancel anytime, one click✓ Never double-charged✓ Download or delete your data anytime✓ Safety features never paywalled