Wells Onyx — AI Practice

The leaders who build
what AI actually does.

AI leadership is the most in-demand and most misunderstood talent category in the market. We place the executives, engineers, and operators who build AI systems that work — not the ones who talk about them.

Our Approach

AI search requires
a technical opinion.

The AI talent market is flooded with generalists, prompt engineers, and executives who've rebranded themselves overnight. The difference between a VP of AI who can actually build and one who can only present is invisible to most search firms. It isn't invisible to us.

We place leaders who have built production AI systems — not demos. We understand the stack, the tradeoffs, and what it actually takes to take a model from research to revenue. That depth changes every search conversation we run.

Every search is retained and relationship-driven. We don't source from LinkedIn searches. We source from a network built over years of working alongside engineers, operators, and executives who are doing the actual work.

Who We Place
Enterprise AI
AI Strategy & Product Leadership
  • Chief AI Officer
  • VP of AI / Head of AI
  • VP Product — AI Platform
  • Chief Data Officer
  • Head of AI Strategy
ML Engineering
Technical & Engineering Leadership
  • VP Machine Learning Engineering
  • Head of Applied AI / ML
  • Director of ML Infrastructure
  • VP Research — Foundation Models
  • Head of AI Safety & Alignment
AI Operations
Deployment & Operations Leadership
  • Head of AI Operations / MLOps
  • VP AI Deployment & Delivery
  • Director of AI Governance
  • Head of Responsible AI
  • VP Data Engineering
AI Commercialization
Revenue & Go-to-Market Leadership
  • Chief Revenue Officer — AI Company
  • VP Sales — Enterprise AI
  • Head of AI Partnerships
  • VP Customer Success — AI Platform
  • Chief Marketing Officer — AI
AI Infrastructure
Infrastructure & Platform Engineering
  • VP Infrastructure — AI/ML
  • Head of AI Platform Engineering
  • Director of GPU / Compute Infrastructure
  • VP Cloud Architecture — AI
  • Head of Data Platform
Vertical AI
Industry-Specific AI Leadership
  • Head of AI — Healthcare / Clinical
  • VP AI — Financial Services
  • Director of AI — Legal / Compliance
  • Head of AI — Manufacturing / Industrial
  • VP AI — Government & Defense
How We Work

Retained. Technical.
No shortcuts.

We run retained searches only. That means we're fully invested in your outcome from day one — not hedging across contingency arrangements hoping one closes.

AI search is different because the evaluation criteria are different. A candidate who can articulate a vision for AI transformation is not the same as one who can build it. We know the difference — and we'll tell you directly when a candidate can't back up the pitch.

  • 01
    Technical intake We map the actual technical requirements — stack, scale, maturity stage — before we talk to a single candidate.
  • 02
    Network-first sourcing The best AI leaders aren't applying to your job posting. They're reachable through relationships. Ours are built.
  • 03
    We separate builders from talkers We probe for production deployments, system design decisions, and real tradeoffs — not conference keynote material.
  • 04
    Honest assessment We tell you what we're seeing in the market and give you our direct read on every candidate — including the ones we don't recommend.
  • 05
    We stay through closing Offer negotiation, equity structuring, counteroffers. AI talent gets aggressively countered. We don't disappear when it matters most.

Search places the leaders.
Wells AI is the platform.

The AI Practice isn't just a search firm that understands machine learning. Wells AI is our proprietary enterprise AI platform — the nervous system of the entire Wells Onyx constellation. We build AI that works. That gives us a level of credibility in every search conversation that no generalist firm can replicate.

Wells AI → Start a conversation →

Place the leaders who
build AI that actually works.

Start a search conversation →
Wells Onyx
AI Practice
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Wells  || Onyx
Wells  || Onyx
Home
Overview
Health
FinTech
Semiconductor
AI
VantaHG
VantaUM
Total Rewards
Health Search
Grain & Vault
FinTech Search
Onyx Semiconductor
Semiconductor Search
AI Everywhere
Wells AI
Our Value Proposition
Our Team
How We Think
Jobs
Contact Us
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Contact

hello@wellsonyx.com

Locations

Miami

Houston

Tallahassee

Atlanta