Deep Thought
Deep Thought · Built for insurance operations

One AI that orchestrates all your systems.

Deep Thought is the platform — submission intake, rating, your policy admin system, broker portals, automations. POH, the agent inside, does the work. Your underwriters approve; every action is audited.

Quotes & binds in your policy admin systemPremium from your own raterEvery action audited
Deep Thoughtlive
Policy AdminRatingPagesAutomations
New submission from Brightline — Meridian Coffee Roasters, GL + Property, eff 8/1. ACORD 125 and three years of loss runs attached. Work it up.
SearchPolicy
P
Meridian Coffee RoastersGL + Property
Control #280141
Quoted
EFFECTIVE
8/1/2026
PREMIUM
$48,250
UNDERWRITER
Jordan Brooks
packet filed · staged for review
POHQuote staged in your policy admin system — Control #280141. Premium $48,250, bindable from your own rater. Ready for your review.
Audit ledger
permission.checkallowedquote.create · role ✓ group ✓ screen ✓77b2…d104
pas.insured.createallowedMeridian Coffee Roastersc9e8…2f41
rater.executeallowedGL $36,750 + Prop $11,5000d5a…88c3
document.fileallowedpacket → policy file4b19…e7a0
POH idle

Illustrative product demo — simulated data, not a production transcript.

// why deep thought

We didn't build AI into a bunch of systems.

We built your systems into the AI.

That's a fundamentally different architecture — and it's why one agent can do what a stack of bolted-on copilots can't.

01WHY

An assistant bolted onto your stack can summarize what it sees. It can't carry a submission from inbox to bound policy — the work still lives in ten different tabs.

02HOW

Deep Thought is one platform that houses the subsystems — intake, rating, the policy admin interface, broker portals, automations, dashboards — under one permission model, one memory, one audit log.

03WHAT

POH, the agent at the center, runs them all from a single conversation. It does the work; your people approve the moments that matter; everything is logged.

// in production

Live with ISC, a specialty MGA — quoting, rating, and binding on their policy admin system (IMS).

Works with the tools you already run — Outlook, Excel, Salesforce, your policy admin system, and any API.

Default-deny permissions
AES-256-GCM key vault
Every action audited
Human approval on bind
9:02 AM · Summit Specialty

One morning. One submission. Watch POH work it.

Brightline Insurance Brokers just emailed a GL + Property submission for Meridian Coffee Roasters to Summit Specialty. What follows is that file, start to finish.

9:14–9:40 AM · the file

Submission to bound policy. It never leaves your system of record.

POH works the file; Jordan approves the moments that matter; the audit log writes itself.

9:14 AM · INTAKE

POH reads the packet before your underwriter spends a minute on it.

The submission hits the inbox and the intake automation fires — ACORD 125, loss runs, an SOV. POH classifies every page, pulls the fields, and flags what is missing. No prior carrier on the 125? Noted.

Deep Thought — Automationslive
Automations · rule: Submission intake
mail.received9:14:02 AM
Brightline Insurance Brokers
Submission — Meridian Coffee Roasters (GL + Property, eff 8/1)
ACORD 125.pdfLoss Runs 2021-25.pdfSOV.xlsx
conditions matched — from a producer · has attachments
run started → POH classifies 11 page types · 14 fields extracted · no prior carrier on the 125 — flagged
9:21 AM · ASK

It asks before it assumes.

A $62K closed water claim sits in the loss runs. POH asks how to treat it, gets Jordan's call, and applies it to the rating basis — no silent assumptions on an underwriting judgment.

Deep Thought — POHlive
Loss runs show one 2023 water-damage claim at $62K, closed. Treat it as a shock loss and exclude it from the rating basis, or include it?
Shock loss. And always handle single closed water claims that way.
Applied — excluded from rating basis
High-stakes judgment stays with your underwriter — POH does the legwork.
9:36 AM · RATE

Your rater. Your number.

POH runs your own Excel rater — the same workbook your underwriters trust, round-tripped — and comes back with a bindable premium, not an estimate.

Deep Thought — Ratinglive
app.deepthought — Rate Meridian Coffee Roasters
Your rater workbook, round-tripped — the same Excel your underwriters trust.
Run in background
Edit inline
Open in Excel
Premium — GL + Property
$48,250
Bindable — the same number your underwriters bind on
GL $36,750Property $11,500
9:38 AM · BIND

Permission. Approval. Bound.

POH stages the bind; it does not take it. The default-deny gate checks role, group, and screen — any deny wins — then holds for a human. Jordan approves, and the policy is bound in your system of record. There is no copy to sync.

Deep Thought — Policy Workbenchlive
DashboardSearchPolicy×
Permission gate
  1. bind requested by POH
  2. Default-deny check: role ✓ · group ✓ · screen ✓ (any deny = denied)
  3. Held for human approval
P
Meridian Coffee RoastersGL + Property
Control #280141
BOUND
EFFECTIVE
8/1/2026
PREMIUM
$48,250
UNDERWRITER
Jordan Brooks
No re-keying — the bind happened in your system of record. There is no copy to sync.
9:40 AM · BOOK

Your book already knows.

The workbench page Jordan asked for in plain language ticks over on its own: one fewer open submission, the queue a row shorter, the audit log already written. Same team, more submissions worked.

Deep Thought — Pageslive
SUMMIT SPECIALTY UNDERWRITERS
Underwriting operations
Live
OPEN SUBMISSIONS
7
$ ON THE LINE
$1.49M
AVG QUOTE TURNAROUND
2.4d
Submission queue
Castellan Logistics
Commercial Auto
REVIEW
Bluefin Marine
Ocean Marine
INTAKE
Jordan asked for this page in plain language once — POH built it. Refreshes re-run the same audited queries.
the same morning · everything else

While Jordan worked one file, POH worked the rest.

The work around the work — running on the same platform, under the same permissions, into the same audit log.

Automations

When a submission email lands — or a renewal comes due — the right work just happens.

mail.received · Brightline — new submission
→ conditions matched · rule “submission intake”
→ intake skill ran · packet classified · 9:14:07 AM
32 days later
mail.received · Brightline — renewal inquiry, Meridian
→ loss summary drafted · staged for Jordan’s review
Learn more

Skills

Teach POH a workflow once, in plain English. Version it and share it with your team.

Quote Letter
v3taught in plain English
shared
Your team
runs it too

Dashboards from conversation

Ask for a page; get live KPIs. Refreshes re-run the same audited queries — no tokens burned.

WRITTEN PREM
$2.4M
LOSS RATIO
58%
RENEWALS
34
Learn more

Document intake

Drop a packet on it — every page classified, every field extracted, gaps flagged.

ACORD 125
InsuredMeridian Coffee Roasters
TIV$3.2M
Prior carrier— flagged missing
Learn more

Sandboxed analysis

When no template fits, POH writes and runs real Python in an isolated micro-VM. It never sees your credentials.

$ python analyze_loss_runs.py
loaded 36 claims · 5 policy years
trend: freq −12% · severity +8%

Gets better every week

Recurring tool errors are distilled into corrections every six hours. Month three is sharper than day one.

schema_mismatch · rater input× 4
distilled 6h later → correction now in every prompt

Secure connections

Any API, your credentials — keys are injected server-side and scrubbed from every response.

POH
names endpoint
proxy
key injected
any API
response scrubbed
Learn more

Desktop and browser. One agent.

The native desktop app and the web app share one conversation history — and your inbox can start the work.

Desktop app
·
Browser
mail.received → the intake automation runs
the same morning · the audit log

Default-deny. Every action audited. POH never sees a credential.

Everything the agent did this morning is already in the log your security team can replay — because the subsystems live in one platform, there is exactly one place to look.

Risk reversal, in plain terms
  • Starts on your test instance — not production.
  • Bind and issue always require human approval.
  • Three permission tiers — platform role, system group, per-screen — and any deny wins.
Audit feed — livestreaming
9:14:05automation.runallowedsubmission intake · trigger mail.received63a8…f49c
9:14:07document.parseallowedACORD 125 + loss runs · 14 fieldsa3f1…9c2e
9:14:12permission.checkallowedquote.create · role ✓ group ✓ screen ✓77b2…d104
9:14:18pas.insured.createallowedMeridian Coffee Roastersc9e8…2f41
9:36:02rater.executeallowedGL $36,750 + Prop $11,500 · 412ms0d5a…88c3
9:37:44export.bulkDENIEDoutside role policyf7c2…1e09
9:38:51pas.bind.approveallowedJordan Brooks · Control #2801418e4d…b27a
9:39:03document.fileallowedbinder + dec page → policy file4b19…e7a0
Every entry is hashed as it's written — your auditor can verify the export on their own machine.
Credential injection

POH names an endpoint; the proxy checks the allowlist, blocks traversal, injects the key server-side, and scrubs it from the response. Keys live in an AES-256-GCM vault the AI can use but never read.

Default-deny engine

Every tool call is checked before it runs. POH holds exactly the permissions your systems grant the signed-in user — the red row above is the engine doing its job.

Cloud or self-hosted — your data stays in your PostgreSQL, your tenancy, your jurisdiction.
11:05 AM · across town

Open your book to your brokers.

While Jordan worked the queue, a Brightline broker quoted a small account in Summit's branded portal — real bindable rating, OFAC screening at quote — every keystroke writing straight into the same policy admin system. No re-keying, no email back-and-forth.

  • Real, bindable premium from your rater
  • OFAC screened on every submission
  • Documents land in the right policy folders
Producer portal — live quote
// see it in action

Watch POH do the actual work.

Seven real workflows, replayed step by step — every tool call the agent makes, from query to bound policy.

See all 7 scenarios
// shipping weekly

The platform you see today is the slowest it will ever be.

  • Error-pattern learning — the platform distills its own failures into corrections
  • Live dashboards built from conversation, with deterministic refresh
  • Producer portal OFAC screening at quote
  • Sandboxed Python analysis with charts
// get started

See it running on your systems.

The morning you just read takes POH about 40 minutes. Bring your gnarliest submission and watch it on a live walkthrough — we reply within one business day.

POH idle