How To Hire an AI Consultant the Right Way

2 Jul 2026 · 3 min
3:04

In this solo commentary, Hamel Husain argues that hiring an AI consultant solely to implement AI solutions is generally a bad idea because the underlying talent, organizational, and skill challenges that prompted the hire remain after the consultant departs, leaving the organization unable to maintain the system and potentially locked into ongoing consulting fees. He emphasizes that AI’s core advantage is its accessibility via natural‑language interaction, allowing domain experts to embed their knowledge directly into AI tools without a middleman. Husain outlines two scenarios where a consultant can add value: (1) when the consultant’s role is to educate and upskill the internal team so they become self‑sufficient, effectively making the consultant obsolete; and (2) when the consultant is compensated only on performance‑based terms (skin‑in‑the‑game), aligning their incentives with the organization’s revenue or cost‑saving goals. He stresses that organizations should instead learn to use AI themselves, adopt a growth mindset, and view AI as a tool that does not require extensive coding skills. The talk concludes with a cautionary recommendation: use consultants for education and performance‑aligned projects, not for one‑off implementations.

Chapters

More from Hamel

0:31
youtube.com

Not Every Bug Needs an Eval

2d ago
47:59
youtube.com

Can Claude Build Your Evals?

2d ago
0:46
youtube.com

How to Get Your Team to Care About Evals

3d ago
12:47
youtube.com

7 Most Common AI Eval Mistakes (From Teaching 5K+ Engineers & PMs)

4d ago
40:01
youtube.com

How To Test AI Agents With Simulations

5d ago
0:43
youtube.com

Why Your LLM Judge Should Say Pass or Fail, Not 1 to 5

6d ago
0:39
youtube.com

Don't Just Slap a Chatbot on Your Product

1w ago
19:56
youtube.com

Is Opus 5.5 Better At Writing?

1w ago
1:22
youtube.com

How to Do Error Analysis When You Can't Look at the Data

1w ago
13:24
youtube.com

I Ranked Every AI Eval Concept From Worst to Best

1w ago
0:38
youtube.com

Why We Tell People to Read 100 Traces

1w ago
See all content