Instead of hiring a 'Chief AI Officer' or an agency, the most successful GTM AI deployments empower existing top performers. Pair your best SDR, marketer, or RevOps person with AI tools, and let them learn and innovate together. This internal expertise is more valuable than any external consultant.

Personio created 'Go-to-Market Engineer' roles within their Revenue Operations team. These individuals have a business background but are also data-driven and tech-focused. This hybrid role is crucial for successfully implementing AI solutions because they understand both business context and technical requirements.

The talent pool for experienced AI GTM managers doesn't exist yet. Instead of hiring externally, find an internal employee—perhaps a quantitative SDR or RevOps analyst—who loves data, enjoys training systems, and is eager to manage your agents.

When building his internal developer tools team at Meta, Adrian's hiring strategy was simple: find talented engineers who were already building similar tools on the side out of passion or necessity. He then offered them the chance to turn that side-hustle into their full-time, high-impact job.

Companies are replacing traditional, siloed sales assembly lines with a centralized "GTM Engineer." This technical role uses AI and automation tools to build revenue systems, absorbing the manual research and prospecting work previously done by individual reps. This allows for rapid learning and scaling of creative ideas across the entire team.

Frame your go-to-market strategy as an engineering problem. Create a dedicated 'GTM engineering team,' including actual engineers, to build a programmatic stack and apply a rigorous test-and-learn mindset to every GTM motion, from outbound campaigns to event strategy.

With AI handling data analysis and reporting, the need for traditional business analysts is shrinking. A new, more technical role—the Go-to-Market Engineer—is emerging to build, automate, and maintain the complex agentic workflows that drive modern marketing and sales.

To build effective GTM automation, hire people who understand both the technology and the sales process. Vercel found success by transitioning its technical sales engineers—who were already former developers—into GTM Engineer roles. This ensures automated workflows are grounded in proven, real-world sales best practices.

Clay created the "Go-to-Market Engineer" role because traditional AEs struggled to sell its complex product. This new role combines sales responsibilities with a deep, product-oriented, and operational mindset, effectively bridging the gap between a technical product and its target users who are similarly technical.