AI Insurance Data Operations

Document chaos
into governed
intelligence.

Aegis converts submissions, binders, and SOVs into structured, auditable data — end-to-end, in minutes — so your team can place smarter, comply confidently, and grow without adding headcount.

Live in weeks, not quarters. No IT project required.

Operational Impact
12× faster
submission turnaround vs. manual rekeying

60–80%
reduction in per-submission processing cost

Zero
unexplained AI decisions — full audit trail
Trusted across the distribution chain
Commercial Brokerages MGAs & Program Admins Regional Carriers Specialty Lines
The Problem

Insurance runs on documents. Most of them are invisible to your systems.

Applications, binders, SOVs, and loss runs contain the intelligence that drives every placement and pricing decision — locked inside PDFs your AMS can't read.

01

Manual rekeying drains margin

Operations teams spend 4–6 hours per complex submission entering data that already exists in documents. That's $500K–$2M in annual overhead that produces zero underwriting value.

02

Slow turnarounds cost placements

Brokers route submissions to whoever responds first. A 12-hour manual process means you're consistently losing business to faster competitors — silently, invisibly.

03

Governance gaps create E&O exposure

Binder-to-policy mismatches discovered post-bind are expensive, relationship-damaging, and completely avoidable. Without automated validation, they're a matter of when, not if.

04

AI decisions without audit trails

23 states now follow NAIC's AI Model Bulletin. Regulators and cyber insurers are asking to see documented, explainable AI governance. Most platforms can't provide it.

End-to-End Platform

One governed system. Every stage of the insurance workflow.

📄
Document Intake
⚙️
Data Extraction
🎯
Market Selection
Policy Validation
📊
Revenue Intelligence
🔒
Governance Layer

Faster

Exchange 12-hour turnarounds for minutes. AI intake processes every submission format — ACORDs, SOVs, broker emails — instantly.

💰

Cheaper

Eliminate third-party review costs and manual rekeying overhead. Agentic Labor scales with your volume — you pay for output, not seats.

🏗️

Scalable

Process 3–5x current submission volume without adding headcount. The system learns from your book and sharpens over time.

Who It's For

Built for the way insurance actually works.

MGA & Program Admins
Brokerages & Agencies
Technology Leaders

"We can't grow the book without growing the team — and we can't keep growing the team."

MGAs and program administrators hit a ceiling where every new distribution relationship requires two more ops hires. Aegis decouples submission volume from headcount.

  • Process 3–5x submissions with your current team
  • Carrier-ready audit trails and governance documentation
  • Placement intelligence that improves with every bound risk
  • Consistent risk profiles regardless of broker submission format
MGA Impact Metrics
Submission throughput
Headcount growth required0
Time-to-live deploymentWeeks

"We're paying people to retype data that's already sitting in a PDF."

Commercial lines brokerages carry $500K–$2M in annual processing overhead that shows up on the expense ratio — hidden costs that compound year over year.

  • 60–80% reduction in per-submission processing cost
  • Automated binder-to-policy validation eliminating E&O exposure
  • Structured data from every document for benchmarking and renewal strategy
  • Quote-response time from hours to minutes
Brokerage Impact Metrics
Processing cost reduction80%
Quote turnaroundMinutes
E&O mismatches post-bindZero

"We've seen the demos. We've lived through the failed implementations."

Technology leaders at insurance firms have scar tissue. Aegis deploys on top of your existing AMS — no migration, no custom integration build, no 9-month IT project.

  • API-first architecture connects to existing AMS and policy systems
  • Pre-trained on ACORDs, SOVs, binders — production-ready from day one
  • Services-led deployment: Aegis owns the go-live, not your team
  • Agentic Labor model — you pay for output, not licenses to maintain
Technical Deployment
Typical go-live timeline4–6 wks
IT migration requiredNone
AMS compatibilityAPI-first
The Aegis Difference

Most vendors solve one part of the problem.

Point solutions for intake, or policy checking, or appetite matching. Aegis is the only platform that governs the entire workflow.

Capability Aegis Intake-only vendors General AI tools
Submission intake & extraction
Policy validation (binder vs. final)
AI market selection & benchmarking
Revenue & renewal intelligence
Native governance & audit trail
Insurance-native (not retrained) Partial
Outcome-based / Agentic Labor pricing
Ready to see it?

See Aegis on your actual submission workflow.

We'll walk through your current process and show you exactly what changes — and by how much.

Platform

Every stage. One governed system.

Aegis covers the full insurance data workflow — from document intake through compliance — purpose-built for the industry, not retrofitted from general AI tools.

01 — Structured Data Capture

Convert every submission into a clean risk profile.

Aegis ingests ACORDs, SOVs, loss runs, and broker emails in any format — extracting, classifying, and structuring data with insurance-native accuracy. No manual rekeying. No reformatting. No waiting.

  • AI extraction trained on real insurance documents — not a general model
  • Handles any format: ACORDs, PDFs, Excel SOVs, email attachments
  • PII detection and data classification at intake
  • Structured output that feeds directly into your AMS or policy system
12 hrs
→ minutes. Average submission turnaround, before vs. after.

Any format
ACORD, PDF, Excel, email — processed identically
02 — Placement Intelligence

Place smarter, not just faster.

The AI Suggested Market Engine and benchmarking layer surface the best placement options based on your actual bound book — not instinct. Every market decision is traceable.

  • AI-suggested markets ranked by placement fit and appetite match
  • Limit and premium benchmarking against your historical data
  • Win/loss pattern analysis across segments and markets
  • Full model explainability — every suggestion comes with rationale
↑ Bind rate
AI market matching improves placement accuracy over time

Explainable
Every market recommendation includes traceable rationale
03 — Policy Validation Engine

Catch every binder mismatch before it becomes an E&O claim.

Automated comparison of binders against final policies flags discrepancies, routes exceptions, and generates a validation record — before any coverage dispute can emerge.

  • Automated binder-to-policy comparison on every transaction
  • Discrepancy detection with exception routing to your review team
  • Validation record created for every policy — audit-ready by default
  • Eliminates the manual checking that typically takes 1–2 hours per policy
Zero
Undetected binder-to-policy mismatches post-bind

Auto
Every exception routed — nothing falls through the cracks
04 — Governance Layer

AI operations your regulators and cyber insurers can audit.

Every AI-assisted decision in Aegis is logged with inputs, rationale, and outputs — producing the documentation that 23 states' regulators and most cyber underwriters now require.

  • Decision logging on every AI-assisted underwriting action
  • NAIC model bulletin-aligned governance controls
  • PII handling and data classification documentation for cyber insurability
  • Human-in-the-loop checkpoints — no black-box automation
23 states
Now follow NAIC AI Model Bulletin — Aegis is designed for it

Exam-ready
Full audit trail generated as a byproduct of normal operations
05 — Revenue Intelligence

Your renewal book is telling you where to grow.

The AI Revenue Intelligence layer surfaces upsell opportunities, limit optimization signals, and retention risks at the account level — before the renewal cycle begins.

  • Upsell and limit optimization signals at renewal
  • Retention risk flagging based on historical decision patterns
  • Claims pattern recognition and loss alerts
  • Historical audit trail for every account decision
↑ RPU
Revenue per account improves through systematic upsell identification

Proactive
Retention risks surfaced weeks before renewals go to market

See the full platform in 30 minutes.

We'll walk through your workflow and show you what each module changes — with real numbers.

About Aegis
We built what insurance actually needed.

Not another intake tool. Not a general AI platform repackaged for insurance. An end-to-end operational system designed from the ground up for how the industry moves, prices, and governs risk.

Our Mission

Turn insurance documents into the intelligence layer the industry was missing.

Every insurance transaction runs through documents — and almost none of that information flows into the systems where decisions get made. We built Aegis to close that gap permanently.

Our thesis is simple: the data needed to place smarter, price better, retain more, and comply confidently already exists inside your submissions, binders, SOVs, and loss runs. It just needs to be structured, governed, and made actionable.

We built Aegis to be the system that does that — end-to-end, insurance-native, and audit-ready from day one.

What We Stand For
01

Insurance-native, not retrofitted

Built on real insurance documents and workflows — not a general AI tool wearing an insurance skin.

02

Governance by design

Audit trails and compliance controls are core architecture — not features bolted on after the fact.

03

Outcomes over features

We price on labor displaced and value delivered. Our incentives are aligned with yours.

04

Live in weeks, not quarters

Services-led deployment. We own the implementation. Your team owns the business results.

The Market Problem We're Solving

Insurance is the last major industry still running on manual document workflows.

$2M+
Annual processing and validation overhead at a mid-size brokerage
12 hrs
Average manual turnaround on complex commercial submissions
23
U.S. states now following NAIC AI governance model bulletin
90%+
Of insurers exploring AI — but only 22% have deployed in production
The Aegis Difference

The only end-to-end platform for insurance data operations.

While others sell point solutions for intake, policy checking, or appetite matching — Aegis governs the entire workflow from document to decision to compliance in a single, insurance-native system.

Request a Demo

See Aegis on your actual workflow.

In a 30-minute walkthrough, we'll show you exactly how Aegis operates on the submission types, document formats, and AMS setup your team works with every day.

  • Live extraction demo on your submission format — ACORDs, SOVs, broker emails
  • Side-by-side before/after on turnaround time and processing cost
  • Full view of the governance layer and audit trail
  • Deployment timeline and what your team needs to own (spoiler: very little)
  • Agentic Labor pricing model explained with your volumes
What happens next
1
We review your submission

We'll look at your current workflow before the call so we're not wasting your time.

2
30-minute live demo

Live walkthrough tailored to your segment and use case — not a generic product tour.

3
ROI model shared

We'll send a cost/impact model built on your actual volumes within 24 hours.

Book your demo

Usually confirmed within one business day.

No pitch decks. No sales sequences. Just a demo worth your time.

You're on the calendar.

We'll review your submission and reach out within one business day to confirm your 30-minute demo slot.

Expect a custom ROI model in your inbox within 24 hours of the demo.

Submission Intake

Submit your ACORD documents.

Upload your completed ACORD form below. Our AI will extract, structure, and clean the submission before your broker reviews it — so nothing gets lost in translation.

1
Upload & Details
2
AI Processing
3
Review & Confirm
4
Sent to Broker
🔒 Your documents are encrypted in transit (TLS 1.3) and processed in an isolated environment. Aegis does not store your raw files after processing.
📄

Drop your ACORD form here

or click to browse your files

PDF only · Max 25MB
📄

Your details

So your broker knows who sent this.

By submitting you agree to our data processing terms.

Analysing your document

Our AI is reading your ACORD form, extracting fields, and flagging anything that needs attention. This takes about 15 seconds.

  • Reading document structure
  • Extracting insured details & coverage fields
  • Validating limits, dates & required fields
  • Flagging gaps and inconsistencies
  • Generating structured summary for broker
AI-Structured Summary

Review before sending to your broker

Aegis AI

Insured Information

ACORD 125 · Commercial Lines
Business Name
Contact Name
Email
Phone
Coverage TypeCommercial General Liability
Each Occurrence Limit$1,000,000
General Aggregate$2,000,000
Effective Date
Expiration Date
Description of OperationsGeneral contracting and construction services
⚠ Items flagged for broker attentionLoading AI analysis...
Named insured details
96%
Coverage limits
91%
Policy dates
88%
Operations description
79%

ⓘ This summary was generated by Aegis AI from your uploaded ACORD form. Please review all fields before sending. Your broker will receive the original document alongside this structured summary.

Submission Received

Your broker has been notified.

We've sent your ACORD form and the AI-structured summary to your assigned broker. You'll receive a confirmation to your email shortly.

AGS-0000

Save this reference number for your records.