AI-native · GxP Compliance · Life Sciences

GxP validation,
fully automated.

ComplioLabs is the GxP compiler for life sciences teams. We connect to your requirement specifications, generate audit-ready IQ/OQ/PQ documentation, and maintain full bidirectional traceability — automatically adapted as regulations and products change. Your team reviews and signs off. Compliance becomes a distribution system, not a bottleneck.

01 / The problem

GxP validation costs teams
months they don't have.

A mid-size CDMO running 30 qualification cycles per year spends roughly 420 engineer-weeks producing documentation that could be generated in hours. Validation engineers spend 60–80% of their time writing, not thinking. Requirements, tests, and deviations live in disconnected spreadsheets. One regulation update — GAMP 6, FDA's 2022 CSA guidance — means weeks of manually propagating changes across every document in every package.

The result: compliance is the longest item on the critical path. Every week a qualification cycle overruns is a week a product doesn't ship.

14 wks
Average IQ/OQ/PQ qualification cycle at a mid-size CDMO
70%
Of validation engineer time spent on documentation, not analysis
3×
More qualification cycles per year at CDMOs vs. internal pharma teams
"Compliance is not a regulatory requirement. It is how fast you get your product to the patient."
02 / What ComplioLabs does

The full validation workflow,
end to end.

Paste or upload your User Requirement Specification. The GxP compiler classifies each requirement by type, criticality, and applicable regulatory clause — then produces the complete qualification package, with every link maintained.

01
Input requirements
URS, FRS, change requests, or imported SOPs. The parser structures and classifies each requirement automatically.
URSFRSChange ControlSOP Import
02
Generate qualification package
IQ, OQ, and PQ protocols — with test scripts, acceptance criteria, deviation log templates, and a bidirectional RTM — calibrated to your regulatory framework.
IQ ProtocolOQ ProtocolPQ ProtocolRTMFMEA
03
Review and sign off
Role-based review workflows for QA, Validation Engineers, and Reviewers. Every revision versioned. Every approval timestamped and attributed — meeting 21 CFR Part 11 audit trail requirements.
04
Adapt as things change
When a regulation updates or a change request arrives, ComplioLabs propagates the impact across your entire document set. No manual rework. No missed dependencies.
Change Impact AnalysisRegulation MonitoringLive Traceability

Regulatory frameworks covered:

21 CFR Part 1121 CFR Part 820 EU Annex 11EU Annex 22 GAMP 5 / GAMP 6ICH Q10 USP <1058>ICH E6 R3
03 / Team

Built by practitioners.
Advised by veterans.

ComplioLabs is built by someone who conducted research inside clinical data products at one of the world's largest life sciences organisations — and is guided by advisors who have spent careers running GxP validation across CROs and CDMOs at scale.

S
Shubham Deshpande
Founder, ComplioLabs

Previously conducted research in clinical data products at IQVIA — working at the intersection of regulated data systems, GxP compliance workflows, and life sciences product delivery. ComplioLabs is built on direct experience of where validation documentation breaks down, and what it costs when it does.

Advisory
IQVIA Practitioners from IQVIA's clinical operations and validated systems teams — with deep GxP documentation and audit experience across global trials and regulated data products.
CRO / CDMO 30+ year industry veterans from contract research and manufacturing organisations who have run qualification cycles, managed regulatory submissions, and sat across the table from FDA investigators.
IQ
Clinical data, IQVIA
CRO
CRO / CDMO advisors
30+
30+ yr veterans
Sources