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The pieces your team should read this week

The pieces your team should read this week

Retrieval Without Relationships Is Just Expensive Search

By
Daniel Cohen-Dumani
I've spent three decades watching consulting firms lose what makes them valuable.The expertise walks out the door. The context evaporates. The institutional memory that took years to build vanishes...
May 12, 2026
Blog
7 min read

Why Your AI Still Hallucinates: The EMNLP 2025 Research That Explains Everything

By
Daniel Cohen-Dumani
I've spent three decades watching consulting firms lose what makes them valuable.The expertise walks out the door. The institutional memory evaporates. The hard-won insights from thousands of client...
May 7, 2026
Blog
7 min read

Your AI System Is Lying to You (And Your Monitoring Tools Can't Tell)

By
Daniel Cohen-Dumani
I watched a mid-sized consulting firm implement an agentic AI system for proposal generation and contract compliance. The vendor sold it like magic: connect your data sources, and the system would...
May 5, 2026
Blog
7 min read

Your AI System Is Running. That Doesn't Mean It's Working.

By
Daniel Cohen-Dumani
I watched a consulting firm implement an agentic AI system for proposal generation and contract compliance. The vendor promised magic: connect your data sources, and the system would help with past...
April 28, 2026
Blog
7 min read

Why Your AI System Feels Healthy But Keeps Failing

By
Daniel Cohen-Dumani
I watched a client's agentic AI system pass every health check while quietly fabricating past performance data and missing contracts at random.The infrastructure looked perfect. No alerts fired....
April 17, 2026
Blog
7 min read

Stop Buying AI Tools. Start Fixing Workflows.

By
Daniel Cohen-Dumani
I've watched dozens of professional services firms launch AI initiatives over the past two years.Most of them follow the same pattern.They start by asking: "What AI tool should we deploy?" or "Which...
March 30, 2026
Blog
7 min read

The Engineering Tax: What Your Build Decision Actually Costs

By
Daniel Cohen-Dumani
I stopped seeing build versus buy as a procurement decision when I realized AI had turned it into a question of who owns the adaptation burden.Once a system sits inside your firm's core workflows and...
March 21, 2026
Blog
7 min read

The Conscious Organization: What Happens When Your Firm Actually Remembers

By
Daniel Cohen-Dumani
I've spent three decades watching consulting firms hemorrhage expertise. Not through incompetence. Through structure.A partner retires. A practice lead moves on. A merger scrambles reporting lines....
March 14, 2026
Blog
7 min read

The Hidden Cost of Every Decision Your Firm Makes

By
Daniel Cohen-Dumani
I spent three decades watching smart people make decisions with half the information they needed.Not because they were lazy. Not because the information didn't exist.Because it was trapped in someone...
March 7, 2026
Blog
7 min read

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