The 2026 AI Accountability Report

The 2026 AI Accountability Report explores how organizations are moving from AI adoption to AI accountability. Adoption is mainstream, ROI is exceeding expectations, and developers are shipping faster than ever. With code creation accelerated, the work has moved downstream to review, security, compliance, and deployment. See what we learned from surveying 1,528 DevSecOps professionals across six countries about the context, traceability, and governance practices shaping the next phase of agentic software engineering.

• How AI coding tools are delivering ROI and reshaping the software lifecycle
• Why context and traceability are emerging as the new differentiators
• Where organizations stand on governing AI-generated code, and where they're investing next
• The four pillars of AI accountability separating leading organizations from those still catching up