1、2026 Operational Resilience AI Tooling Panorama2Summary1.Executive Summary32.Data overviewDecoding the OpRes AI Tooling Panorama4Three Maturity Tiers6Six Functional Categories74 Trends Redefining The OpRes AI Tooling Market94.The truth gapAI Tooling vs Customer Reality11The Future Of OpRes AI Toolin
2、g123.Emerging trends5.Whats next?3Executive Summary Operational Resilience has become a strategic imperative,amid rising volatility.Research shows that over 70%of organizations already run formal resilience programs,with another 10%actively developing them;firmly positioning resilience at the center
3、 for all sectors.Simultaneously,CIOs are preparing for profound shifts in their operating models as AI becomes embedded across business processes,reshaping how value is delivered.Our 2026 Operational Resilience(OpRes)AI Tooling Panorama captures this rapidly evolving landscape.The market has advance
4、d significantly since our 2024 analysis,when only 10%of vendors incorporated AI;today,AI is embedded across every resilience capability.This years panorama evaluates 89 vendors across 3 levels of AI maturity and 6 operational resilience functional categories,highlighting the key trends,gaps,and cons
5、iderations for organizations modernizing their resilience strategies.Our analysis shows that vendors bundle multiple capabilities into a single platform,meaning all the vendors in this years panorama are mapped to more than one functional categories.The vendors from this panorama edition have progre
6、ssed from isolated assistive features to workflow-driven intelligence and early signs of agentic behavior.Vendors analyzed are heavily concentrated at workflow-driven AI models delivering predictive analytics,correlation,prioritization,and automated task execution within human guardrails.Vendors cov