Transform unstructured data into clean, structured data for LLMs
Upload files or connect sources. We extract, normalise, de-duplicate, and output schema-consistent data you can plug into any LLM or pipeline.
See the transformation
From messy PDFs, DOCXs, ANYTHING to clean, LLM-ready text in seconds
{
"raw_text": "Invoice #2847\nDate: 2024-01-15\nBill To: Acme Corp\n123 Business Ave\nTotal: $1,234.56\n\nItems:\n- Widget Pro x3 @ $299.99\n- Service Fee @ $334.59",
"source": "invoice_scan.pdf",
"format": "unstructured"
}Built for GenAI workflows
Everything you need to prepare your data for LLMs, RAG pipelines, and AI agents.
Multiple output formats
JSON / CSV / Markdown chunks with metadata including tables, hierarchy, and page anchors.
Continuous ingestion
Connect Google Drive, S3, or API endpoints. Automatic incremental updates when sources change.
Security-first
Encryption in transit and at rest, tenant isolation, zero data retention, and full deletion controls.
Schema consistency
Define your output schema once. Every document maps to the same clean structure.
Fast processing
Process hundreds of pages per minute. Optimized for batch workloads and real-time pipelines.
Developer-friendly
REST API, Python & TypeScript SDKs, webhooks for async processing, and detailed rate limit docs.
How it works
From raw documents to LLM-ready data in four steps
Connect your sources
Upload files directly, or connect Drive, S3, or API endpoints for continuous sync.
Define your schema
Tell us what structure you need, or let us infer it. We handle the edge cases.
Get clean output
Receive JSON, CSV, or Markdown with metadata. Ready for your LLM or database.
Iterate & scale
Refine your schemas. Add more sources. Scale to millions of documents.
Your data, your control. Always.
Privacy by design means your sensitive documents are processed securely, never stored, and never used to train AI models. You choose which models see your data — with local inference coming soon for complete privacy.
Zero Data Retention
Your data is processed and immediately discarded. We never store, cache, or log your source files or transformed outputs.
Encryption Everywhere
AES-256 encryption at rest and TLS 1.3 in transit. Your data is protected at every stage of the pipeline.
No Model Training
We never use your data to train AI models. Your information stays yours — period.
Opt-In Model Choices
You choose if an AI model processes your data. Full transparency on what providers see your content.
Strict Access Controls
Your data is only accessible during active processing. No employees, no audits, no exceptions.
Enterprise Inference (Coming Soon)
Premium tier for complete privacy: run models in your cloud so data never leaves your systems.
Built for enterprises that demand more.
From Fortune 500 companies to fast-growing startups, organizations trust Canonizr to handle their most sensitive data. Our enterprise features give you complete control over security, compliance, and governance.
- Role-based access control (RBAC)
- SSO / SAML integration
- Custom data retention policies
- Dedicated infrastructure options
- Private cloud deployment
- Audit logging & compliance reports
- Data residency options (US, EU, APAC)
- Custom security reviews
Questions about our security practices? Our team is ready to discuss your specific requirements and provide detailed documentation. Request a security review →
Simple, transparent pricing
Pay only for what you process. No hidden fees.
Then £0.05 per page overage
- All document formats (PDF, DOCX, images, scans)
- JSON, CSV, Markdown outputs
- API access + webhooks
- Drive / S3 sync
Need higher volumes? Contact us for enterprise pricing