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
Complexity of enterprise AI tool selection

Enterprise GenAI Tool Nightmare: Building In-House Might Be Your Sanity Saver

The Generative AI landscape isn’t just evolving; it’s erupting. As a software engineer passionate about leveraging GenAI, I’m inundated daily with news of new tools, updated versions, and groundbreaking LLMs – for coding, for data analysis, for content creation, for everything. Keeping up feels like a frantic sprint with no finish line, and I know I’m not alone in this feeling of being overwhelmed. While this rapid innovation is exhilarating, especially for those of us driving GenAI initiatives within enterprise companies, it presents a significant, pervasive challenge: choosing the right GenAI tools in a market that’s constantly in flux....

May 29, 2025