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 — regulatory submissions, safety reports, batch and quality records, clinical and research data, patent and IP material. Extracting and reconciling that information by hand is slow and error-prone, and a single transcription mistake can have regulatory consequences. At the same time, the compliance bar — GxP, 21 CFR Part 11, data integrity — makes a generic public AI tool a non-starter the moment the data is confidential or regulated.
That combination is exactly what custom, controlled automation is for: the volume and density make it high-value to automate, and the compliance requirements make a bespoke, in-environment build the only responsible way to do it. Document intelligence has been a core Chronexa capability since day one, including work in pharma.
- 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
Regulatory submissions & document intelligence
Regulatory work runs on assembling, cross-checking and structuring enormous document sets under deadline. We extract and structure data from regulatory filings, source documents and prior submissions — pulling the right fields into the right format, reconciling figures across documents, and flagging inconsistencies before they reach a reviewer. The manual collation that consumes regulatory and medical-writing teams becomes a reviewed, traceable pipeline instead of a hand-built one.
Pharmacovigilance & safety case processing
Adverse-event and safety workloads scale relentlessly and carry hard reporting timelines. We automate the intake and triage of safety cases — extracting case data from intake forms, emails and literature, surfacing seriousness and expectedness signals, and supporting coding and case routing so safety teams spend their time on assessment, not data entry. Literature monitoring runs continuously rather than as a periodic manual sweep, so relevant signals surface earlier.
Quality, GxP records & research literature
Across quality and R&D, the same patterns apply: processing deviation, CAPA and batch records; reconciling data across quality systems; extracting findings from scientific literature; and supporting patent and IP review. Each is a document-heavy, rules-bound process where extraction against a defined schema with cross-document reconciliation removes the manual grind while keeping a complete record of what was found and where.
GxP-grade controls: provenance, validation, and your environment
Everything is built for the compliance reality: schema-based extraction with RAG grounding so every field traces back to its source document, low-confidence items routed to expert review, and full audit trails and access controls aligned to GxP and data-integrity expectations. It all runs inside your environment, so confidential research, safety and regulatory data never leaves systems you control. We work under NDA and scope security and validation requirements before any build.
Example workflows we build
- Regulatory submission document extraction & structuring
- Pharmacovigilance & adverse-event case processing
- Scientific literature monitoring & data extraction
- Quality, deviation & CAPA record processing
- Patent & IP document review support
- Cross-document reconciliation with full provenance
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 discovery call. for a clear price and ROI estimate.
Related use cases & services
Ready to put Pharma & Life Sciences Automation to work?
15 minutes to see if this is worth building for you — no pressure if it isn't.
Book a Discovery Call.