You deploy Copilot expecting a productivity breakthrough—but instead, you see a 300% spike in Data Loss Prevention events. That’s not failure. That’s visibility. AI isn’t discovering your best work—it’s exposing

Your automation strategy looks like it’s scaling—but underneath, it’s accumulating invisible debt. What feels like speed today becomes fragmentation tomorrow. Custom connectors promise fast integration, low-code accessibility, and quick wins.

The eighteen-month development cycle isn’t just slow anymore—it’s a business liability. In today’s economy, waiting on IT isn’t neutral… it’s expensive. The traditional monolith—where every piece of logic is hard-coded,

The industry sold us a myth—and many organizations are now feeling the consequences. Vector search was positioned as the breakthrough for enterprise AI. You built embeddings, deployed a vector database,