Insights
Latest Thinking
Analysis and opinion on AI, engineering, and business.
Strategy
Why 95% of Enterprise AI Initiatives Still Fail in 2026
Despite $300B+ in global AI spending, 95% of enterprise AI projects never reach production. A look at why — and what separates the 5% that succeed.
Agentic AI
The 2026 Business Workflow: The Era of Agentic Orchestration
AI has moved beyond chatbots into multi-agent orchestration — where specialized agents coordinate autonomously while humans shift from execution to supervision.
Strategy
76% of SMBs Are Using AI. Only 23% Have a Strategy.
Small and mid-sized businesses are adopting AI faster than ever — but most lack a formal strategy. The gap between usage and intentional deployment is where value gets lost.
Infrastructure
The 2026 AI Infrastructure Boom: Data Centres, Energy, and Economics
AI infrastructure spending is reshaping global energy markets, supply chains, and cloud economics. A breakdown of the numbers — and the hidden costs most organizations overlook.
Strategy
Gartner Says 40% of AI Agent Projects Will Fail. Here's How to Be in the Other 60%.
Gartner's inaugural Hype Cycle for Agentic AI places the technology at the Peak of Inflated Expectations. What that means — and how to build projects that survive the trough.
Strategy
What BCG's Own Research Proves: AI Success Is 70% People, Not Technology
BCG's 10-20-70 rule says AI success is 10% algorithms, 20% technology, and 70% people. The evidence across industries confirms it — and most organizations are still investing backward.
Strategy
The Enterprise AI Maturity Model
A practical framework for assessing where your organization stands on the AI adoption curve — and what to do next.
Engineering
Why Production AI Is an Engineering Problem, Not a Research Problem
The gap between a working demo and a reliable production system is wider than most teams expect. Here's how to bridge it.