New Relic

2026 Observability Forecast: AI & System Reliability

AI made software faster to build and harder to run. The 2026 Observability Forecast is here with insights from 750 EMEA tech leaders. Inside the benchmark report: > Why 1 in 4 AI agents run completely unmonitored in production. > How AI code velocity is driving tool sprawl back up to 4.83 tools. > The OpenTelemetry standardising multi-engine AI stacks. Download the full forecast to benchmark your organisation.