Diagram of a Unified AI Assistant architecture with swarms of specialized agents for Product, Commercial, and Engineering departments, all feeding into a central request router and evaluation module.

Unified AI Assistant for Enterprise Information Discovery

In any growing tech company, information gets siloed. Product has its requirement docs, Engineering has its source code and technical decisions, and Commercial has its sales playbooks and marketing materials. Finding a single, coherent answer to a cross-functional question like, “What’s the technical status of our most requested enterprise feature?” can be a tedious journey through different departments and documents. But what if we could build an AI that mirrors our company’s structure?...

July 20, 2025