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Ordalis vs Google Document AI

One API. Every document.
No GCP tenant required.

Document AI uses a separate processor for every document type and sits behind GCP auth. Ordalis is a single flat API with document-type auto-detection, typed schemas, and audit-ready output.

Feature by feature

A side-by-side look

Every row below is something procurement or finance teams actually ask in a vendor questionnaire.

CapabilityOrdalisGoogle Document AI
Single endpoint for all document typesOne POST handles invoices, receipts, contracts, K-1, W-2, bank statements, POsSeparate processor per type; you route yourself
Per-field confidence + page citationsYes, on every extracted fieldYes, for supported processors
Published accuracy benchmarksUpdated monthlyNot published per customer workload
Custom templates without labelingJSON Schema or natural languageCustom Extractor requires 10–50 labeled samples
Infrastructure setupAPI key, one POSTGCP project, service account, processor creation
Review queue for low-confidence extractionsBuilt inHuman-in-the-loop separate product (HITL)
Audit trail (tamper-evident chain hash)On every workspaceCloud Audit Logs at API level
HIPAA BAABusiness plan and aboveVia Google Cloud
Pricing modelFlat per-extractionPer-page, per-processor, with custom training extra
Self-serve free tier25 extractions/mo foreverGCP free tier credits (expire)
Time to first extractionUnder 60 seconds from signupGCP signup + processor config + auth
Why teams switch

Three concrete reasons

One endpoint, every doc

No processor-per-type routing. Post a file, get typed data. Document type auto-detected; schema inferred from built-in templates.

No GCP lock-in

No project, no service account, no IAM maze. A Cloudflare-hosted API with plain Bearer tokens.

Open benchmarks

We publish F1 scores against public fixtures monthly. You get a moving target to trust, not marketing copy.

FAQ

Questions we get a lot

Should I pick Document AI or Ordalis?

If you're already deep on GCP with a team that's built processors and HITL pipelines, stay with Document AI. If you want a single API, open benchmarks, and faster time to first extraction, try Ordalis.

Can I migrate my Document AI processors?

Yes. Export the schema from your Custom Extractor or map the Invoice processor fields to JSON Schema. Ordalis imports in one step.

Is there a free trial?

Yes — 25 extractions/month forever, no credit card. Paid plans start at $49/mo.

Do you match Document AI's HITL review feature?

Yes — Ordalis ships a review queue in-product. Low-confidence extractions route there automatically with editable fields and page-cited evidence.

Switch from Google Document AI

One API, no GCP overhead, monthly-published benchmarks. Try an extraction in under a minute.

Start freeTalk to sales