AI Threat Assessment · 26 May 2026

GLG

Expert Network

COOKED

7.8/ 10

“GLG spent two decades building the world's most sophisticated Rolodex — recruiting hundreds of thousands of executives, academics, and practitioners into a network so deep that McKinsey partners call it before they call their own mothers. The tragic irony is that they perfected the art of human knowledge brokering at the exact moment Claude learned to synthesize industry expertise from first principles, without the compliance overhead, scheduling friction, or $500-per-hour consulting fees that fund their Manhattan real estate.”

Business Model

8.5

Automation Risk

8.0

Moat Strength

5.5

Adaptability

6.0

Need Survival

8.5

AI Threat Level

BUSINESS MODEL REPLACEABILITY

GLG's core proposition is 'we'll connect you to a former Pfizer exec who knows oncology drug approval timelines' — which worked beautifully until Claude started providing the same depth of regulatory insight instantly, without the expert recruitment, compliance clearance, or billable hour structure. The network still exists; the reason to pay $400 for a 45-minute call is evaporating.

8.5

WORKFORCE AUTOMATION RISK

Expert recruitment, client matching, and call moderation are the core human functions — all of which Claude now handles with the enthusiasm of a Harvard MBA who never gets tired of due diligence calls and has somehow memorized every pharmaceutical pipeline in North America.

8.0

MOAT STRENGTH

The expert relationships are real — former C-suite executives don't switch networks casually, and compliance-heavy clients like Goldman have deep workflow integrations that take months to replace. The moat is genuine but narrow: it protects the scheduling business, not the insights business.

5.5

AI ADAPTABILITY SIGNALS

Their recent 'AI-powered tools in myGLG' launch and 'AI-moderated calls' feature suggest they understand the threat, but they're essentially building Claude-powered scheduling software while Claude eliminates the need for scheduling entirely.

6.0

WILL THE NEED SURVIVE AI?

Investment due diligence survives. Paying to ask a human expert 'what are the key risks in this market?' doesn't — Claude eliminates the question by synthesizing regulatory filings, academic research, and industry reports faster than GLG can find the right former executive's calendar.

8.5

Verdict

“Claude kills the expert consultation model within 3 years, not by replacing the experts but by making their expertise commoditized and instantly accessible without the network overhead. GLG's most sophisticated client relationships become expensive scheduling software for conversations that increasingly feel like paying premium rates to ask questions Google already answered.”

Scores are based on public information and AI analysis. This is an affectionate roast, not a financial assessment. The best companies use this as a mirror, not a verdict.