Orian AI significantly streamlined complex query resolution for a large pharmaceutical enterprise, enabling rapid and precise responses while improving access to compliance data. The modular agentic design allows flexible expansion, high availability, and real-time adaptability—making it a future-ready solution for any data-heavy industry. 

Orian AI was developed as a modular, scalable agentic system to resolve complex, multi-part queries with speed and precision. The architecture uses a Manager Agent to deconstruct incoming queries and route subtasks to specialized AI agents. These include agents for SOP processing (via RAG + GPT-4), tool access (internet search, calculations), code generation (Claude 3.5), and deviation analysis (SQL via natural language). The system uses Kafka for high-throughput, low-latency orchestration, and ECS Fargate for elastic microservice deployment.