SELECTED PROJECTS
Technologies
Perl
Python
LLM APIs
vector databases
The Problem
Enterprise needed AI-generated content but it had to integrate with existing Perl infrastructure and respect complex business rules, compliance requirements, and existing workflows. Two previous AI vendors had required rebuilding their entire system.
What We Did
Built the AI system within their existing architecture instead of replacing it. Integrated LLMs without disrupting production systems. Vector database for semantic search. Business rules enforcement layer so AI-generated content respects their domain logic and compliance requirements.
The Outcome
AI content generation working within their technical, business, and compliance constraints. Zero production disruption during rollout. Reduced content creation time by 60% while maintaining quality and compliance. Their compliance officer told us this was the first AI implementation that didn't make her nervous.