Gartner Forecast: 70% of SOCs to Pilot AI Agents by 2028, Yet Only 15% Expected to Deliver Measurable Gains
What Happened – Gartner’s 2026 Hype Cycle predicts that by 2028 70 % of large Security Operations Centers (SOCs) will be piloting AI agents to augment Tier 1/2 work, but only 15 % are likely to see measurable improvements without a structured evaluation framework. Prophet Security’s 2026 survey shows 40 % of teams already use AI daily, yet many still suffer from alert fatigue and uninvestigated alerts.
Why It Matters for Trust & Control Assurance
- Demonstrates the need for a continuous control‑assurance program that validates AI‑driven automation against defined workload‑reduction metrics.
- Highlights the risk of “AI washing” – without evidence‑based evaluation, organizations cannot prove that AI controls are effective, undermining audit readiness.
- Aligns with the AI governance control objective (risk management, performance monitoring, and documentation) that maps to multiple frameworks (e.g., NIST AI RMF, ISO 42001).
Who Is Affected – Large enterprises across technology, finance, healthcare, and other sectors that operate Tier 1/2 SOCs and are evaluating or piloting AI‑based security automation.
Recommended Actions
- Map AI‑agent use cases to specific control objectives (e.g., workload reduction, alert coverage) and define measurable success criteria.
- Collect continuous evidence (metrics, logs, false‑positive rates) to demonstrate control effectiveness for audit purposes.
- Conduct a structured post‑pilot review against the Gartner evaluation questions to decide on full deployment.
Source: Help Net Security
Technical Notes – The report does not reference a specific vulnerability; the risk stems from process and governance gaps when AI agents are deployed without proper measurement, leading to potential blind spots in detection coverage. Source: same as above