Reasoning Engines for the Licensed Professions

Veteran judgment,
beside every new professional.

In every licensed industry, the hardest-won knowledge lives in the heads of 25-year veterans — and it retires faster than it's replaced. Stonebind builds AI reasoning engines that put that judgment next to the newest person on the desk, on every call, every quote, every deal.

Why Stonebind exists

The apprenticeship model is broken.
We're rebuilding it in software.

70–80% of new insurance producers fail in their first three to five years — not because they can't sell, but because nobody sits beside them and says "here's how this risk really places, here's what the underwriter will ask, here's what kills this deal." The same story repeats across every licensed profession.

01 — THE PROBLEM

Expertise is retiring

Hundreds of thousands of industry positions will go unfilled over the next decade as veterans exit. The knowledge that made them great was never written down — it was learned across the desk, and the desk is emptying.

02 — THE INSIGHT

Judgment can be engineered

Veteran judgment isn't magic — it's pattern recognition: how a risk classifies, what questions matter, what the red flags are, what to say next. Structured correctly and paired with AI, it becomes a system any new professional can work beside.

03 — THE COMPANY

One engine, many desks

Stonebind builds one reasoning engine and aims it at the professions that need it most, one vertical at a time — starting with commercial insurance, where the gap between veteran and rookie is a career-ending cliff.

The Stonebind Reasoning Engine

Every Stonebind product runs on the same core: an engine that classifies what a professional is looking at, retrieves validated veteran guidance for exactly that situation, and coaches them through the work in the voice of someone who has done it ten thousand times — while capturing everything into a working file.

  • Classification — resolves whatever the professional types into the precise class of work
  • Veteran guidance — validated, field-tested judgment; never generic AI filler
  • Live-work capture — turns real calls and deals into structured, reusable records
  • Always-on mentorship — an expert to ask when no one is around to ask
Products

Live today

Live — Founder Access open

ProducerIQ

The veteran-producer brief for commercial insurance

Type any risk — a class, a SIC code, or a real prospect's business name — and get what a 25-year producer would tell you across the desk: how it places, what to ask, the red flags that kill deals, coverage checklists, ready-to-send emails, and a full account workspace with quote tracking and renewal radar.

Open ProducerIQ →
Placement Reads Red Flags Live-Call Intake Quote Comparison Renewal Radar Ask IQ Mentor
"Ask them flat out whether they use any herbicides or pesticides — treatment services flip this from low-risk mowing into a chemical-applicator risk."
— ProducerIQ, briefing a producer on a landscaping account
Roadmap

Where the engine goes next

🛠

ServiceIQ

The same veteran beside every CSR and account manager — endorsements, certificates, remarketing, renewals.

Next up
🏥

BenefitsIQ

Group benefits placement and compliance coaching for the newest producer on the benefits desk.

In design
🛡

LifeIQ

Impaired-risk placement and field coaching for the largest new-agent population in insurance.

Exploring
🏠

PersonalIQ

Appetite intelligence for a personal lines market changing faster than any rater can track.

Exploring

See the engine work.

ProducerIQ Founder Access is open — $49/month, rate locked for life, 14-day free trial. One bound account pays for the year.

Start with ProducerIQ →