Regulatory document intelligence
Extract and index research, regulatory, and compliance documents into searchable form.
Faster response to regulatory change
Use case · By industry
AI Automation for Pharma & Life Sciences
Document intelligence and workflow automation for regulated life-sciences operations — research, regulatory, and compliance-heavy document workflows, built around your controls.
AI automation for pharma and life sciences applies document intelligence and workflow automation to the sector's most document-heavy, compliance-bound processes — extracting and structuring data from research, regulatory, and quality documents, and automating the workflows around them, all inside your security and audit requirements.
The problem
Document-heavy, compliance-bound, and ripe for automation
Few industries handle more dense, high-stakes documents than life sciences — research papers, regulatory filings, quality records, patent and IP material. Extracting and reconciling information by hand is slow and error-prone, and the compliance bar makes generic AI tools a non-starter.
Document intelligence has been a core Chronexa capability since day one, including work in pharma. We build extraction and workflow automation that respects the controls this sector requires.
- Regulatory documents reviewed manually under deadline
- Research data transcribed by hand
- Compliance-heavy workflows with no automation
- Slow internal response to regulatory change
- Validation and audit controls hard to maintain
- Knowledge locked in unsearchable documents
The solution
Where automation removes the friction
Research data extraction
Structure data from studies and reports without manual transcription.
Days of manual review removed
Controlled, compliant workflows
Built around your validation and audit controls from day one.
Audit-ready by design
Extraction you can trust, workflows that comply
We combine OCR and LLM extraction against defined schemas with RAG grounding, so every extracted field traces back to its source for audit — and route low-confidence items to expert review. The workflows run inside your environment with access controls, so confidential research and regulatory data never leaves systems you control.
Example workflows we build
- Regulatory document extraction & structuring
- Research / literature data extraction
- Patent & IP document review support
- Quality and compliance record processing
- Cross-document reconciliation with provenance
- Routing & approval workflows with audit trails
The results
The commercial impact
Hours saved
On research & regulatory document handling
Audit-ready
Traceable extraction with full provenance
Your controls
Runs inside your security & compliance perimeter
Weeks
Typical time to go live, not months
Fixed-price
Scoped to outcomes, ROI agreed up front
Human-in-loop
Review on exceptions, full audit trail
Our approach
From manual to automated
- 01Map the document journey
From source documents to the decisions and filings they support.
- 02Build compliant extraction
OCR + LLM + RAG grounding tuned to your document types and controls.
- 03Validate with experts
Human-in-the-loop review with full provenance and audit trails.
- 04Integrate & govern
Wire into your systems inside your security and compliance perimeter.
Why a custom build beats off-the-shelf
- Built for compliance: provenance, audit trails, and access controls.
- Runs in your environment — confidential data stays under your control.
- Extraction tuned to dense, technical life-sciences documents.
Frequently asked questions
Can you meet our compliance and security requirements?
Yes. Workflows run inside your environment with role-based access and full audit trails, and we scope security and compliance requirements before any build. We work under NDA.
How do you ensure extraction is trustworthy?
Schema-based extraction with RAG grounding makes every field traceable to its source, and low-confidence items go to expert review.
Do you have pharma experience?
Yes — document intelligence in pharma and adjacent regulated fields is part of our experience, though client names are protected under NDA.
What systems do you integrate with?
Document management, quality, and regulatory systems, plus the data stores and tools around them.
What does it cost?
Engagements are fixed-price and scoped to the outcome. Every engagement is fixed-price with ROI targets agreed up front, backed by our 90-day ROI guarantee. Book a free audit for a clear price and ROI estimate.