Do not build the parser first
Your product should own the customer workflow. PolDex owns the insurance document extraction rail underneath it.
Startups
PolDex for startups
Insurance extraction rails for teams building AI-native brokerages, underwriting tools, procurement agents, compliance products, claims surfaces, benefits products, and insurance platforms.
Why Startups Use PolDex
Build the insurance product, not the extraction layer.
PolDex lets a startup ship around insurance documents without spending the first product cycle recreating OCR, schema control, evidence mapping, exports, and agent-safe API flows.
Start with real documents
Use public proof, playground, and low-friction API keys to test whether your target documents become structured records.
Ship with a wedge
Commercial P&C is live today, so broker, MGA, vendor-risk, compliance, and underwriting tools can start immediately.
Expand with the market
As PolDex adds consumer, claims, benefits, and specialty lines, startups can add coverage without rebuilding the extraction layer.
All documentsSchema: commercial_gl
messy inputs
COI + policy
Broker packet
truth layer
Evidence + conflicts
Deterministic extraction
agent-ready output
JSON + CSV + XLSX
System handoff
AI-native brokerages
Build broker workflows without spending your first months building policy, COI, endorsement, schedule, and submission extraction from scratch.
Insurance apps
Add insurance document understanding to underwriting, compliance, procurement, claims, vendor-risk, benefits, and certificate workflows.
Agent products
Let agents call MCP, CLI, OpenAPI, schemas, estimates, and extraction safely from terminal and model-native environments.
Start Path
Get to a real customer document quickly.
Start with the public surfaces, then move into API-key usage when your workflow needs production extraction, artifacts, signed delivery, and credit accounting.
Run public proof
Use live proof or playground before buying credits.
Initialize access
Create the API key path without a sales-led onboarding loop.
Load credits
Prepaid credits keep usage bounded while you test real customer documents.
Wire the rail
Use API, processor, MCP, CLI, webhooks, JSON, CSV, and XLSX outputs.
Document fit
Test COIs, policies, endorsements, schedules, broker packets, and live commercial schemas before expansion.
Cost control
Estimate pages and credits before extraction so pilots do not turn into open-ended infrastructure spend.
Evidence review
Inspect structured output with evidence, conflicts, warnings, artifacts, and schema-specific fields.
Agent handoff
Move the same workflow into MCP, CLI, OpenAPI, webhooks, and terminal agent environments when the product is ready.
Program
Use the extraction rail. Keep your product surface yours.
Evaluation
Public proof and playground are open for immediate testing.
Production path
API keys, credit ledger, processor, webhooks, and exports use the same backend rails.
Agent surface
MCP server, CLI, OpenAPI, llms.txt, and agent manifest expose PolDex to programmatic workflows.
Diligence
Docs, benchmark, status, pricing, security, and changelog remain public for fast technical review.
Pre-seed prototype
Use public proof surfaces to validate that real insurance documents can become structured records before building the full product.
Pilot with customers
Initialize API access, load credits, and run customer documents through the same backend rails your production workflow will use.
Agent-first product
Let agents discover schemas, estimate extraction, process documents, and retrieve artifacts without asking a human to operate a UI.
Insurance-wide platform
Start on commercial P&C, then expand into claims, consumer, benefits, specialty, and global documents on the same PolDex interface.
Build the workflow. Let PolDex handle the insurance documents.
Start with live proof, then initialize an API key when you are ready to test with real startup workflows.