Reactive AIOps Fails — add incident memory for repeatable auto‑remediation

Reactive AIOps Fails — add incident memory for repeatable auto‑remediation targets a $15.0B = 200,000 enterprise IT orgs x $75K ACV (full-stack AIOps + incident automation per org) total addressable market with medium saturation and a year-over-year growth rate of 20% CAGR for AIOps/observability and 15-25% YoY growth in automation spend.

Key trends driving demand: Cloud-native complexity -- more ephemeral infrastructure and microservices increase incident variability and create an opportunity for memory to reduce toil.; Observability consolidation -- unified telemetry pipelines enable easier extraction of structured incident data for long-term learning.; Generative AI & embeddings -- improved context extraction and similarity search make recall-based remediation feasible and accurate..