AI Strategy
AI Agent Sprawl: The Enterprise Governance Crisis
Every enterprise now has more AI agents than it can name. Here's the governance layer we build before agent sprawl turns into an audit disaster.
August 11, 20269 min read
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AI Strategy
10 articles on AI Strategy from our senior engineering team: practical lessons from building, scaling and rescuing high-stakes platforms.
AI Strategy
Should You Build an In-House AI Team? A 2026 Framework
The build-vs-borrow decision on AI engineering talent is now a board-level question. A practical framework for when in-house makes sense and when it doesn't.
July 14, 20269 min read
AI Strategy
Fractional CTO vs. Full-Time CTO for AI Startups
A practical comparison of fractional CTO services versus full-time CTO hiring for growth-stage AI startups. Cost, speed, expertise, and when each model wins.
June 18, 20269 min read
AI Strategy
How to Hire Generative AI Engineers (Without Getting Burned)
A senior-led guide to vetting and hiring generative AI engineers — what to test for, the red flags, and why career engineers beat resume keywords.
June 18, 202611 min read
AI Strategy
The AI Implementation Roadmap: Production AI in 90 Days
A 90-day sequence for taking an AI use case from idea to production — used with FTSE-250 banks, FTSE-100 telcos and global retail brands.
April 22, 202612 min read
AI Strategy
Enterprise AI Cost 2026: Real Numbers, Real Risks
Real numbers from 500+ enterprise AI builds. Where budgets fail, what vendors won't tell you, and how senior engineers scope correctly.
March 6, 202610 min read
AI Strategy
What to Look for When Hiring a Senior AI Engineering Team
7 red flags and 5 green flags when hiring an AI engineering team. The evaluation criteria most enterprises miss — from engineers with 500+ project deliveries.
March 4, 20268 min read
AI Strategy
AI Consulting Firm vs. In-House Team: Real Costs
In-house AI team vs. consultancy: the honest cost breakdown. Hiring timelines, hidden overhead, and when each model wins — from 500+ enterprise projects.
March 2, 20269 min read
AI Strategy
Why Most Enterprise AI Projects Fail (And How to Avoid It)
85% of enterprise AI projects fail. We dissect the 5 root causes — poor data quality, missing MLOps, wrong team structure — and how to prevent each one.
February 26, 20269 min read
AI Strategy
How to Build an AI Roadmap for Your Enterprise
Learn how to build a practitioner-led enterprise AI roadmap. Discover a step-by-step methodology for assessment, prioritization, and phased rollout.
January 8, 20268 min read
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