Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The explosion of generative artificial intelligence tools is sparking a wave of enthusiasm in workplaces, with employees eagerly embracing new applications to boost productivity and innovation. However, this adoption often leads to a new phenomenon known as shadow AI—the use of artificial intelligence tools within an organization without explicit approval or oversight from IT and security teams. Unsanctioned use of AI creates significant (and often invisible) security blind spots.

Similar to Ollama and llama.cpp, LlamaIndex provides an application layer for connecting your data to LLMs and interacting with it through a chat interface. While LlamaIndex is an open source project like other LLM application frameworks, LlamaIndex is also a company, with a recent Series A, a commercial offering, and a more polished aesthetic than their strictly DIY counterparts.

Today, the average employee juggles dozens of SaaS apps—each requesting access with a quick click. But how many employees check whether those permissions (granted in moments to boost productivity) might be unlocking sensitive company data? While businesses thrive on the agility and collaboration SaaS tools provide, this convenience can create a frequently overlooked web of user-granted permissions.