parsr.

Honest fit

Who parsr is for. And who it's not.

We've watched too many evaluations end with a customer realizing three weeks in that we're the wrong fit. So here's the unfiltered version, up front. If your situation matches the second list, please don't sign up — go to the linked alternative; you'll be happier.

Good fit

  • AI bookkeeping & finance-automation agents

    Pilot, Booke.ai, Lindy, Candis, the next 14 of you. Bank statements / payslips / receipts as a vendor input — schema-validated, idempotent, MCP- and LangChain-native.

  • EU fintech startups (lending / KYC / expense / BNPL / neobanks)

    DORA-enforced infra needs; sovereignty isn't a footnote, it's an RFP gate. parsr's EU compute and region-bound API keys close the procurement objection up front.

  • Indie devs and small SaaS teams

    You're parsing receipts or statements for end-users. €29/mo for 1,000 pages, no procurement cycle, drop-in async API. Ship in an afternoon.

  • Any team where the buyer is the person reading the docs

    If your developer is also your security reviewer, you're an ideal fit. Self-serve, documented, code-reviewable. No sales call required.

Not a fit — go here instead

  • Ops teams that want a no-code dashboard

    We're an API. We don't ship a review UI, schema editor, or workflow canvas — that's not our category. Try DocuPipe.

  • Enterprises needing on-prem deployment + custom SLAs

    We don't deploy to your VPC. If you need an air-gapped install or 24×7 white-glove, look at Hyperscience or Rossum.

  • Healthcare, medical records, or legal contracts

    We're vertical on financial documents only. For HIPAA-bound healthcare or contract review, the right tool is Extend or LandingAI.

  • Companies parsing 1M+ pages/mo at the lowest possible rate

    Our pricing is competitive at indie + mid-market scale; at very-high volume, see Reducto Enterprise or AWS Textract.

  • Teams that want a fully-managed RAG pipeline

    We parse documents into structured JSON. We don't index, embed, or retrieve them. For end-to-end RAG, look at LlamaIndex or Reducto.

  • Anyone who wants extensive human-in-the-loop review built into the product

    Our balance-chain validation + confidence scores let your agent decide when to escalate, but we don't ship a review UI. For built-in human approval flows, try Klippa or Rossum.

Still not sure?

Email support@tryparsr.dev with a one-line description of what you're trying to do. If we're not the right tool, we'll tell you which is.