An AI agent can return a perfect status code, valid JSON, and a confident answer while hallucinating its findings and hiding a broken tool call. Andi Mann on why agentic AI demands correctness validation, not just uptime checks, and how Apica Vanguard catches these failures before your users do.
Apica Vanguard Agentic AI Monitoring Advanced Scripting Engine for Agentic AI Apica Vanguard extends the synthetic monitoring heritage Apica pioneered for enterprise digital infrastructure to
New Omdia research confirms what enterprise operators already feel: The telemetry data problem isn’t coming, it’s here. And most organizations are still building on the wrong foundation.
New Research · June 2026 The Agentic AI Telemetry Crisis Are you ready for what’s coming? A new Omdia survey of 300+ enterprise IT decision-makers
Apica COO Matt Wilkinson breaks down why the company is expanding its SI partner network and what partners are actually getting — two repeatable practice areas built around Flow’s OTel-native telemetry pipeline and Wayfinder’s test data orchestration.
Splunk costs rise faster than your data volume. Apica Flow shapes and routes telemetry before ingest, cutting Splunk bills up to 40% without losing signal.
AI agents are generating telemetry at machine speed — and your observability infrastructure wasn’t built for it. Here’s why legacy platforms will break at agentic scale, and what it means for your IT infrastructure.
Most enterprises deploying AI agents in production have no idea what those agents are actually doing — and the telemetry that could tell them is getting lost, dropped, or never captured at all.
