Ascent 3.0 is live, with AI-assisted control across Flow, Observe, and Fleet.
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Observability tooling promised more visibility and delivered more configuration work. Ascent 3.0 puts AI into the pipelines, dashboards, and fleet management, so the toil stops eating your team’s afternoons.
A DEBUG flag left on for four months turned into a $41,000 invoice, and almost none of the data it created ever got queried. Here’s why that gap between what you log and what you actually use keeps costing teams real money, and what a telemetry pipeline does about it.
Up to 97% of Kubernetes logs are noise. See how Apica Flow filters, dedupes, and redacts telemetry upstream, cutting log volume 85% with zero data loss.
Apica has been named in the 2026 Gartner Magic Quadrant for Observability Platforms. We’re grateful for the recognition and even more focused on what customers tell us matters: Getting the right data, to the right place, at the right cost.
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.
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.
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.
