The AI correction is here. $2.5T spending with 95% seeing zero P&L impact. $1.9M per initiative with under 30% CEO satisfaction. 85% stuck in pilot. GenAI in Trough of Disillusionment. 71% expect budget cuts. Winners fix data first, upskill for 2.7x ROI, and target high-value use cases.
Preemptive cybersecurity is Gartner’s top 2026 trend. 50% of spending preemptive by 2030. 75% workload reduction. 60%+ will use exposure data. Gartner’s 3 D’s: Deny, Deceive, Disrupt. Patch-to-exploit window collapsed. Ransomware up 50%. Leaders must deploy CTEM, predictive intelligence, and automated enforcement.
Over-compliance creates an innovation tax. 5-10% of revenue consumed. 3-4x slower launches. 75% struggle with multi-jurisdiction complexity. Duplicate controls multiply costs. Risk-proportionate governance consolidates controls, creates fast-track paths, and retires outdated measures. Board-level risk appetite enables proportionate decisions.
RPA replacement by AI agents expands automation from 60-70% to 85-95%. Agent market reaches $50.3B by 2030. RPA maintenance consumes 30-40% of budgets. Agents reason, adapt, and orchestrate across systems. 40% of projects face cancellation. Optimal approach keeps RPA for structured tasks, deploys agents for judgment work.
Shift-left alone misses runtime threats. Shift-everywhere embeds security across design, development, pre-production, and production. 30-40% SAST false positives. $4.45M breach cost. ASPM consolidates fragmented tools. AI-generated code needs specific governance. Mature orgs use SAST, DAST, IAST, SCA, and RASP together.
Legacy modernization is the prerequisite for transformation. 60-80% of IT budgets go to maintenance. Technical debt costs $1.52T annually. 74% exceed budgets. 200x more frequent deployments after modernization. Strangler fig pattern delivers lowest risk. Talent shortage makes delay costlier yearly.
