Reports

A full executive research brief on Microsoft's new MAI model family across reasoning, coding, image, transcription, voice, and Frontier Tuning, with verified provenance observations from the launch.

95% of enterprise AI projects fail to produce ROI. Forward Deployed Engineers are the fix. How Cazton's FDEs took a Cosmos DB query from 9,000 RUs to 300 in the 18 minutes after the relevant code became visible, why AI alone fails at enterprise scale, and the probabilistic-vs-deterministic tension that kills most GenAI deployments.

A research-grounded executive brief comparing the five leading browser automation tools in 2026. Architecture, AI/LLM integration depth, benchmarks, enterprise readiness, and a procurement decision matrix for engineering leaders choosing between scripted testing, LLM-driven agents, and coding agents.

A research-grounded executive brief on the 95% GenAI failure rate, jagged intelligence, the RL hard ceiling, expert contradictions, and the disciplined protocol that separates the 5% that succeed from the 95% that don't. Uses Chris Voss tactical empathy and Cialdini influence frameworks.

A slide-first executive brief on real-world GenAI failures across text, audio, image, and video modalities from 2023-2026, translated into enterprise governance controls. EU AI Act compliance, NIST AI RMF implementation, and the eight controls that prevent the next Air Canada.

A slide-first executive brief on AIGRaaS, Gatekeeper reviews, incident learning, sprint regulation, and executable policy controls.

A slide-first executive brief on the neural-network lineage from backpropagation to modern LLMs, why frontier models appear to understand language, the December 2024 evidence on scheming, and the board-level governance moves that follow.

A slide-first executive brief on agent memory architecture, retrieval design, structured data, graphs, and why production agents need more than classic vector search.

A slide-first executive brief on agentic AI security, identity, permissions, governance, and production readiness.

An audit-grade method for Board, Audit, and Governance owners to certify enterprise data and AI programs. Evidence packs, gates, controls, and a board brief designed for external review, in 90 days.