DocPro is an agentic document extraction (ADE). Send an invoice, a bank statement, a KYC pack, or a receipt. The agent figures out what kind of document it is, pulls the fields you care about, checks them against your rules, and returns JSON your ERP can post without a human re-keying anything.
What actually differs when a new invoice layout shows up on a Monday morning.
| Capability | Legacy OCR | Rule-based IDP | DocPro ADE |
|---|---|---|---|
| Reads unseen layouts without retraining | No | Rare | Yes |
| Confidence score per field | No | Per doc only | Yes |
| Cross-page validation | No | If coded | Yes |
| Custom schema output | No | Yes | Yes |
| Handles rotated / blurry scans | Sometimes | Sometimes | Yes |
| Human-in-the-loop routing | No | Bolt-on | Built in |
| Language coverage | Latin scripts | Latin + some | 40+ |
| Time to onboard a new document type | Months | Weeks, every edge case | Days to weeks |
| Audit log + replay | No | Varies | Yes |
| On-prem / air-gapped option | Legacy only | Yes | Yes |
Each agent is tuned for a specific document type. Call a single endpoint, pass the agent name, and you get back the schema that agent produces. Custom agents for the paperwork you cannot find on this list are part of standard onboarding.
Reads vendor invoices in any layout — tax invoices, proforma, credit notes, utility bills — and returns a full header plus line-item breakdown. Built for AP teams that are tired of keying 200 invoices a day.
Converts scanned or PDF bank statements from any major bank into clean transaction rows. Used in loan origination, reconciliation, and fraud checks where the source PDF is non-negotiable.
Identity documents across India and beyond — PAN, Aadhaar, driver licences, passports, voter IDs. Extracts the fields, validates the format, and runs the MRZ check where applicable.
Payment receipts, expense receipts, the crumpled ones from a cab ride. The agent pulls totals, tax, merchant name, and category, and books up to 95% of receipts without a human in the loop.
Reads the POs your buyers still send as PDFs and the ones your vendors print on templates from 2004. Extracts line items, payment terms, delivery windows, and the fields your procurement team actually checks.
If your document is not on this page, that is expected. Shipping manifests, loan application packs, insurance claim forms, tax notices — we build the agent during onboarding and hand you back a schema you approve.
No black box. At every step you get the data, the rules that fired, and the confidence score.
Send a PDF, image, or multi-page scan to /v1/extract. Single file, a zip, or a webhook-based drop folder — whichever fits your workflow.
The agent identifies the document type, locates the regions that matter, and pulls the text with a model trained to handle skew, low-resolution scans, and unfamiliar layouts.
Your rules run next. Tax math, PO match, duplicate check, vendor whitelist, format validation. Each rule returns a pass, fail, or warning alongside the fields it checked.
Structured JSON shaped to your schema, with a confidence score per field. High-confidence rows auto-post. Low-confidence ones land in a review queue for a human to confirm.
DocPro is a REST API, not a portal your developers have to wrap in yet another abstraction. Upload the document, pass the agent name and the schema identifier, get back validated JSON.
Finance, banking, and operations teams where the document backlog is real and the cost of a miskeyed field is measured in hours of reconciliation — sometimes worse.
Finance, healthcare, and lending teams run DocPro on documents that carry real PII. The defaults reflect that.
Controls mapped to ISO 27001 Annex A and an ISO 9001 quality regime. Audit artefacts are available under NDA.
Pick the cloud region on AWS, Azure, or Google Cloud. On-premise and air-gapped deployments are available for regulated environments.
We co-sign a Data Processing Agreement before any document leaves your environment. Use your paper or ours, either works.
Customer documents are not used to train foundation models. Period. Your agents can be tuned on your data only when you opt in, per tenant.
Every extraction logs the model version, rule set, reviewer actions, and timestamps. Exportable for internal and external audits.
TLS 1.2+ on the wire, AES-256 at rest. Customer-managed keys available on enterprise plans.
If your question is not here, a 30-minute call with an engineer is usually faster than email.
OCR gives you text. DocPro gives you structured fields. The agent reads the document, figures out what kind of document it is, extracts the fields you care about, checks them against your business rules, and returns JSON with a confidence score on every field. Your team stops re-keying OCR output into a ledger.
Invoices, purchase orders, bank statements, payment receipts, KYC and ID documents, delivery notes, remittance advices, and expense reports. Anything outside that list is handled by a custom agent we build during onboarding — usually in four to six weeks, sometimes sooner.
Field-level accuracy lands between 95% and 99% on standard formats once the agent is tuned to your documents. Every field carries a confidence score so you can auto-post the high-confidence ones and route the rest to a human reviewer. The real question is rarely raw accuracy — it is what you do with the 1 to 5% that needs a second look. The review queue is built for exactly that.
Yes. The pipeline handles skew, rotation, multi-page PDFs, mixed-quality scans, and photos taken on a phone. Poor scans lower confidence scores, which means they go to review rather than posting bad data silently. If the photo is genuinely unreadable, the API says so instead of guessing.
A single REST endpoint. Upload the file, receive structured JSON, hand the JSON to your ERP, loan-origination system, or in-house tool. SDKs ship for Python, Node.js, Java, and .NET. Webhooks are available for async workflows, and a review UI ships with every tenant so non-engineers can clear the exception queue.
In the cloud region you pick on AWS, Azure, or Google Cloud. On-premise and air-gapped deployments are available for regulated environments. We sign a DPA before the first document moves.
Yes. You can send a batch of your own documents to our sandbox and see the extracted JSON back within a working day. No credit card, no sales call needed to run the first batch. If it works, we talk pricing. If it does not, you have real output to compare against whatever else you are evaluating.
Per document, with volume tiers. Custom agents are quoted separately as a one-time build plus ongoing usage. Enterprise plans bundle committed throughput, CMK, priority support, and a named solutions engineer. Contact sales for a quote tied to your actual document mix.
Invoices, statements, KYC packs — whatever your team is stuck keying today. We run them through DocPro and send back the JSON. No deck, no sales call. Just output you can compare against what you have now.
