Every DevOps team member knows that dealing with an AI is like being a circus lion tamer. The boss and the audience are happy when the lions sit on the pedestal and roar on cue, but there’s always the danger that they’ll go rogue and bring the whole show to a quick and disastrous end. The reality is that running LLMs in production means being ready to handle hallucinations, data leakage, misinformation, madness, or worse. Lately, a range of companies have emerged to offer tools, platforms, and systems aimed at helping AIOps teams shoulder the load of keeping AIs in check. They’re building algorithms that are an amalgamation of psychiatrist, police officer, social worker, politruk, and office snitch. Yes, some have their own LLMs buried inside, an irony not lost on anyone, but at least they’re trying.

Full report : A range of AI trust, guardrail, and red-teaming platforms is emerging to help control and secure the LLMs and agents deployed across your enterprise.