Operations | Monitoring | ITSM | DevOps | Cloud

Autonomously Remediates Software Issues, Generates Missing Runtime Evidence on Demand, and Validates Hypotheses Against Live Execution from Code to Production.

Every room passed the morning health check. Then the CEO's all-hands stuttered, audio dropped, and the service desk filled with duplicate tickets. That gap between a green dashboard and a successful meeting is where enterprise AV operations fail. AV is no longer a facilities side project, it is an IT workload.

The average enterprise now spends $55.7 million on SaaS annually, an 8% jump from last year alone. Yet here is the uncomfortable truth: a significant chunk of that money is being quietly wasted on tools that overlap, go unused, or simply do not fit the way teams actually work. SaaS sprawl has become one of the most expensive and least visible problems in modern IT. And for a growing number of organizations, the answer is not another subscription. It is custom-built software designed around the way their business actually operates.

Here's the brutal truth: trying to scale IT without a handle on your configurations is like building a skyscraper on quicksand. Your teams will stumble through endless drift problems, face outages that seem to come from nowhere, struggle with slow incident resolution, and deal with audit failures that make your compliance folks lose sleep. An OWASP community survey found that 50% of respondents identified Software Supply Chain as their top worry. That tells you something important: messy configurations aren't just annoying technical debt. They're genuine business threats.