Pharma

Regulatory Document Automation for a Generic Pharma Major

Automated ANDA filing for a top-15 Indian pharma company, reducing filing time from 12-16 weeks to 5-6 weeks and rework rate from 30% to 8%.

Regulatory Document Automation for a Generic Pharma Major

Industry

Pharma & Life Sciences

Offering

Kaara Build

The Challenge

Each ANDA filing required assembling 2,000-5,000 pages of documentation. Document assembly took 12-16 weeks per filing, with 30% of submission timelines driven by rework from cross-referencing errors, formatting inconsistencies, and missing supporting documents. Regulatory affairs teams were rebuilding institutional knowledge with every filing -- lessons learned from an FDA complete response letter on one submission rarely informed the preparation of the next.

The Kaara Approach

Kaara deployed a Regulatory Intelligence Platform on Kaara.Code, using document automation and the Enterprise Memory Layer for regulatory knowledge persistence. The system encoded FDA's CTD format requirements, the company's internal SOPs for document preparation, historical complete response letter patterns, and product-specific regulatory strategies. Rather than just assembling documents, the platform actively validated cross-references, flagged potential regulatory gaps based on historical CRL patterns, and suggested pre-emptive enhancements. By the tenth filing, the system had accumulated enough regulatory intelligence to predict and prevent 80% of the issues that typically triggered CRLs.

Measurable Impact

  • Filing Time: 12-16 weeks to 5-6 weeks
  • Rework Rate: 30% to 8%
  • CRL Prevention: 80% of common issues
  • Annual Filings Capacity: +40%

The Compounding Build Advantage

  • FDA feedback patterns from every complete response letter enriched the knowledge base for all future filings
  • Product-specific regulatory strategies accumulated across the portfolio, informing new product filing approaches
  • Cross-market regulatory intelligence (FDA learnings informed EMA and CDSCO submissions and vice versa)
  • Internal SOP evolution tracked and enforced automatically, ensuring compliance with the latest processes