AI Infrastructure Executive Search
M Search places CROs, VP Sales, and GTM leaders at AI infrastructure companies — model serving, MLOps, AI tooling, data platforms, and GPU cloud. The GTM motion for AI infrastructure is different from standard enterprise SaaS, and the people who can drive it are a specific population.
Talk to the CEO30-minute call · No commitment
0%
repeat client rate
0%
mandate completion rate
0%
offer acceptance rate
Investors Who Back Our Clients








M Search is a retained executive search firm that places go-to-market leaders into AI infrastructure companies backed by private equity and venture capital. Our founder oversees every search personally, along with his team — sourcing, vetting, presenting, and managing the offer.
AI infrastructure companies face a GTM challenge that most enterprise SaaS playbooks don't address: their primary buyer is often a developer or ML engineer, not a procurement team or a business executive. The motion starts technical, expands to teams, and eventually lands at the enterprise budget owner — but the sequence matters, and the wrong GTM leader will try to skip it.
The VP Sales or CRO who thrives at an AI infrastructure company has a specific profile. They respect the technical community they're selling into. They understand that developer trust is built through product quality and community presence, not sales pressure. They can operate a bottom-up motion while simultaneously building the enterprise sales capacity to capture the deals that emerge from it.
AI infrastructure has three distinct buyer types that require different coverage strategies. Developer and MLOps buyers make adoption decisions based on technical merit — they're evaluating APIs, performance benchmarks, documentation quality, and community reputation. Platform and data engineering leaders make architectural decisions based on scalability, security, and integration. Enterprise budget owners make vendor decisions based on commercial terms, support commitments, and organizational risk.
A GTM leader who can only cover one of these layers — or who treats all three as the same buyer — will either leave enterprise revenue on the table or poison the developer community that seeds the pipeline. M Search looks for leaders who understand all three layers and can build a team that covers each effectively.
An AI inference platform — model-serving infrastructure for machine learning teams building production AI applications — engaged M Search on precisely this challenge: converting developer adoption into a scalable enterprise sales motion without disrupting the technical credibility that drove developer growth. M Search ran the team build-out to do it.
The search required a specific profile: someone who had lived in technical communities and understood how developer trust works, while also having the enterprise sales chops to close six- and seven-figure deals with infrastructure and AI platform buyers. M Search found and placed that person.
AI infrastructure is one of the fastest-growing categories in enterprise software, and the competition for GTM talent is intense. The people who understand both the technical buyer and the enterprise motion are being recruited aggressively. Many of the best candidates aren't on the market — they're at companies with strong equity upside and are only reachable through a direct conversation with someone who understands why your opportunity is the more compelling one.
M Search's sourcing approach for AI infrastructure searches starts with the specific network of GTM leaders who have operated at the intersection of developer tooling and enterprise sales — a community that is small, well-connected, and not reachable through generic executive search outreach.
AI infrastructure leadership search?
Book a 30-minute call with our founder and CEO to discuss the mandate, the candidate profile, and how M Search would approach the search.
Talk to our CEO
Graham Locklear
Founder & CEO, M Search
Graham has placed GTM leaders at AI infrastructure, developer tools, and technical software companies. He works every search personally.