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Tracore — Build document pipelines, not parsers
imalov · 2026-06-16 · via Hacker News: Show HN

System online EU-WEST-1

Define a schema once. Send documents via API. Receive structured, validated data through webhooks.

All data stored and processed in Europe*

GDPR-first infrastructure

API-first

Built for production use

Model-agnostic

How it works

From first request to structured output in minutes. You define the shape; Tracore handles parsing, validation, and delivery.

Step 01

Define your schema once

Describe the data you want to extract using JSON Schema. Field types, constraints and required keys — all under your control.

Step 02

Send any document

Upload files via API, SDK, or the dashboard. PDFs, images, scans — one endpoint, idempotent and retry-safe.

Step 03

Receive validated data

Results are delivered via webhooks in real time. Signed, validated against your schema, ready to store.

Everything you need for document processing

Production reliability

Schema-controlled extraction

Define your data shape once, get the same structure every time — no custom parsing.

Versioned workflows

Every schema change creates a new version. No hidden changes.

Reproducible processing

Re-run documents with the exact same schema version.

Developer experience

Developer-first API

RESTful API with OpenAPI spec and generated SDKs.

Webhook delivery

Push structured results directly into your systems.

Full observability

Inspect every run, webhook delivery, and error from the dashboard.

AI alone is not enough

Raw AI output is inconsistent and hard to integrate. For production workflows, you need more.

  • Output shape drifts between calls
  • No schema enforcement
  • Prompt changes go untracked
  • Results you can’t reproduce
  • Poll and wait for output
  • Retries are your problem
  • No run history or audit trail
  • Parse raw, untyped JSON
  • Same JSON shape every call
  • Validated against your schema
  • Versioned, traceable schemas
  • Reproducible reruns
  • Results pushed via webhook
  • Automatic retries
  • Full run history & audit
  • Typed SDK access

Tracore adds exactly that layer on top of AI extraction. Learn more

Built for sensitive data

Security and compliance are built into every layer of our infrastructure.

EU Data Residency

All data stored and processed in Europe. No data leaves the EU.

GDPR-First

Infrastructure designed from the ground up for GDPR compliance.

Sensitive Workflows

Designed for HR, fintech, and legal document workflows.

Audit Trail

Full processing history with version traceability for every job.

Built for teams that process documents at scale

Tracore powers document pipelines across industries with strict compliance and accuracy requirements.

Finance & Accounting

Automate invoice capture, expense reports, and bank statement reconciliation.

HR & Recruiting

Parse resumes, offer letters, and employment verification at scale.

Legal & Compliance

Extract parties, terms, and dates from contracts, NDAs, and policies.

Fintech & Onboarding

Verify IDs and process KYC documents with auditable, versioned pipelines.

Full visibility into your pipeline

A comprehensive dashboard to manage every aspect of your document processing workflow.

DocumentSchemaTimestampStatus

Start extracting data in minutes. Use production-ready templates for the most common document types — or create your own from scratch.

Invoice Vendor, amounts, line items, and tax details

Receipt Merchant, items, totals, and payment method

Resume / CV Contact info, education, experience, and skills

Contract Parties, dates, terms, and governing law

ID Document Name, document number, dates, and nationality

Bank Statement Account info, transactions, and balances

See all schema templates

Tracore is model-agnostic. Swap providers without changing your schema or pipeline logic. You choose the model — we handle the extraction, validation, and delivery.

OpenAI GPT-4o, GPT-4.1, o3

Anthropic Claude 4, Sonnet, Haiku

Google Gemini 2.5 Pro, Flash

Mistral Large, Medium, Small

Meta Llama 4, Maverick, Scout

See all supported LLM models

Start building your document pipeline

Stop writing custom parsers. Define your schema once and process documents reliably. Start free — no credit card required.

Hobby

Free

  • 1 workspace
  • 3 schemas
  • 100 pages/month
  • 50 extractions/month
  • Production environment only

Try free

Recommended

Pro

€19 / month

  • Unlimited workspaces
  • Unlimited schemas
  • 2,000 pages/month
  • 1,000 extractions/month
  • All environments (production, staging, development)
  • Webhooks
  • Re-extraction with different schemas or models
  • Priority support

Start with Pro

Enterprise

Custom

  • Unlimited documents
  • Custom environments
  • Dedicated EU instance
  • SLA guarantee
  • Dedicated support

Book demo