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Case study

An AI-native validation platform for regulated industries

cGen digitalises the full computer system validation lifecycle for GxP-regulated pharma, biotech and medtech. appico built it end to end.

Pharma and life sciencesCompliance SaaSAI
An AI-native validation platform for regulated industries

appico's role: Product, design and engineering, end to end

In regulated industries, software has to be proven, not just built. Computer system validation is the process of proving it, and it is slow, document-heavy work. cGen is an AI-native platform that digitalises that whole lifecycle.

The rule we built to is simple. AI does the heavy, repetitive drafting and checking. A person stays accountable for every control that matters.

What we did

The work for cGen by compligen.ai

AI-generated validation documents

User and functional requirement specifications, test scripts and risk assessments drafted by AI for human review.

Compliant records and signatures

Electronic records and e-signatures designed for 21 CFR Part 11 and EU GMP Annex 11.

Test execution

A live test-execution console with audit trails, real-time monitoring and an Inspector Mode.

Integrations

Connections to Jira, ServiceNow, Veeva Vault and SharePoint.

Outcome

What it added up to

CSV and CSA
Full validation lifecycle
Audit trails
Every change traceable
4
Enterprise integrations
How we work

How appico ships

1

Discovery and scoping

A focused look at the idea, goals and timeline, ending in a buildable spec and a clear technical roadmap.

2

Architecture

Product structure, stack selection and AI integration, chosen around the delivery goals.

3

Rapid build sprints

AI-accelerated development in parallel, with real commits every day.

4

QA and testing

Automated test suites plus manual QA, across devices.

5

Launch

Deployed to production and monitored, ready for real users.

6

Post-launch support

Fixes and iteration as the user base grows.

Related services

The services behind this work

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