Insights & Research

Research grounded in production data.

No generic think-pieces. Every article is grounded in real client engagements with measurable outcomes.

Featured

Why 73% of Enterprise AI Projects Never Reach Production

A forensic analysis of 140 failed AI initiatives across financial services, healthcare, and retail — and the five structural patterns that predict failure.

18 March 202622 min read

Read report

All articles

Analysis

Boutique AI Consulting vs. Big Four: A Decision Matrix for CTOs

28 Feb 2026 · 14 min read

Technical

The Applied Agentic Framework: Architecture Decisions at Every Stage

14 Feb 2026 · 18 min read

Case Study

Case Study: 60% Reduction in Proposal Work for a Global Insurance Firm

30 Jan 2026 · 11 min read

Research

The Semantic Drift Crisis: Why Your AI Hallucinates

15 Jan 2026 · 16 min read

Case Study

Case Study: $3.2M in Cloud Savings Through Predictive AI FinOps

20 Dec 2025 · 9 min read

Technical

Data Lakehouse Architecture for AI-Ready Enterprises

5 Dec 2025 · 20 min read

Stay current

Monthly research digest.

Written by engineers actively deploying these systems in production. No filler.