Multi-Agent AI

Multi-agent critique layer architecture for AI auditability in BFSI

Multi-Agent AI

Multi-Agent Critique Layers: The Architecture That Makes AI Auditable in BFSI

Multi-agent critique layers are the architecture standard for AI auditability in BFSI, backed by IEEE P8000.1 and IETF draft protocols for agentic AI.

enterprise AI architecture

Harness Design Beats Model Scale: How Actioneer Achieves State-of-the-Art Accuracy at Lower Cost

Actioneer's role-separated AI harness achieves 78.8% on KramaBench and 95.8% on DABstep at 40% lower cost per correct answer than monolithic frontier deployment. How harness design beats model scale.