The reasoning layer for document AI.

Build specialized extraction agents perfectly tuned into each of your messy real-world PDFs — freight invoices, medical EOBs, policy appendixes — and call them through one signed, multi-tenant API.

Trusted by teams extracting millions of pages a month

Northbridge Mfg.Pinnacle LTLWestline DistributionBlueSky HealthQuantix

Sample document to production API in under a day.

Step 1

Upload sample docs

The system surveys them, drafts an agent (instructions + JSON schema + example), and runs it.

Step 2

Iterate interactively

Review extractions, give feedback, chat with the agent — the next iteration responds. Compare versions, roll back any time.

Step 3

Publish + integrate

One click promotes an iteration to a versioned runtime agent. You POST a document and get structured JSON back — inline, or as a signed webhook to your specific endpoint.

Built for production document AI.

Not a demo. Real pipelines, real provenance, real money on the line.

Verified provenance

Every extracted field carries page numbers and verbatim source text. You can audit any value back to the original PDF.

Sanity checks

Agents declare invariants — totals reconcile, schema valid, every leaf has provenance. Failures surface up; silent garbage doesn't ship.

Signed webhooks + retries

HMAC-SHA256 signatures, exponential backoff (1m → 12h), dead-letter visibility. Or poll if you prefer.

Multi-tenant from day one

API keys hashed at rest, per-key rate limits, per-tenant retention windows. Onboard a customer in 60 seconds.

Pinned versions

Pin to a specific agent version so iteration in your workshop never silently changes a customer's output.

Idempotency built in

Pass an idempotency key on every POST. Network glitches stop costing you double extractions.

Pay only for what you extract.

Per-page pricing, quoted up front for your specific document type before any production traffic. We're onboarding customers individually right now — no self-signup, no surprise bills.

Production

Per pagebilled monthly

Pay for what you extract. Per-agent rates priced to your document type — quoted up front, no surprises.

—Live-mode API keys with per-key rate limits
—Signed webhooks (HMAC-SHA256) + retry queue with dead-letter visibility
—Verified provenance on every extracted field
—Per-tenant retention windows you control
—Email support, 1 business day

Token usage is reported on every extraction; you only pay the per-page meter, not raw tokens. Volume discounts and dedicated regions available — mention them when you reach out.

Ready to talk?

Pagentic is in private preview. Email us about your document type and we'll get you a sandbox key.