AI Talent: The Full Spectrum
November 26, 2025 – In private equity, the game is to solve, acquire, optimize, professionalize, and ultimately exit. But when it comes to AI, that word — “solve” — belongs in quotes because AI isn’t a problem you fix, according to a recent report from Chris Benz, partner at Corsica Partners. “It’s a capability you continuously evolve,” the report said. “The equation keeps changing: data shifts, models drift, tools multiply, and what was cutting-edge six months ago is suddenly table stakes.” So the real question becomes: How do PE firms and their portfolio companies “solve” for AI talent when the variables are constantly in motion?
Corsica Partners explained that when you strip away the noise, success with AI comes down to three interconnected roles: The strategist; the operator, and the tactician.
“Each plays a vital part,” the firm said. “Each is incomplete without the others. And knowing which one you need right now is the difference between a flashy pilot and a scalable capability.” Corsica Partners laid out all three:
1. The AI Strategist – Charting the Course.
The strategist sits closest to the boardroom, the Corsica Partners report explained. “They’re masters at connecting the dots between investor expectations, business needs, and technology opportunity,” it said. “This is the role that plays beautifully at board meetings as they layout the AI roadmap. The narrative sings. The vision inspires. Everyone leaves the room nodding in agreement that AI is a priority.”
“But as we all know… A plan without execution is just the Dallas Cowboys for the last three decades,” the Corsica Partners report continued. “So after the decks are polished, the key question emerges: Who will actually do the work? Build vs buy? Internal vs outsourced? What capabilities do we really need in-house?”
2. The AI Operator – Bridging Vision and Action
The operator is the translator — the connective tissue between big vision and practical execution. They know how to turn “AI roadmap” slides into working systems and repeatable processes. They’re allergic to hype and obsessed with outcomes.
Related: Delivering Talent for the AI Revolution
The operator asks:
- Does this initiative move the margin or the mission?
- Do we have the right data foundation to scale?
- How do we embed AI into workflows, not bolt it on?
“They’re pragmatic, commercially-minded, and fluent in both SQL and EBITDA,” the Corsica Partners report said. “This is the quiet leader who actually makes transformation stick.”
3. The AI Tactician – Building the Future, Line by Line
These are your builders — data scientists, ML engineers, prompt architects, AI product developers, according to the Corsica Partners report. “They’re happiest with hands on the keyboard, bringing new models and tools to life,” the firm explained. “They’re curious, creative, and fast. But sometimes… they’re solving the wrong problem beautifully. Without the operator’s guidance and strategist’s context, even the most elegant model can turn into a science project instead of a business advantage. When aligned, though? They’re the engine that turns ideas into IP, prototypes into products, and roadmaps into enterprise value.”
Putting It Together: The Private Equity Lens
For PE firms and portfolio companies, Corsica Partners noted that the challenge isn’t whether to invest in AI talent — it’s how and when.
The study noted that each stage of maturity demands a different blend:
- Early Stage / Carve-Out: Start with a strategist to map the AI opportunity.
- Growth Stage: Layer in operators who can operationalize pilots and wins.
- Scale Stage: Build your internal AI capability while partnering externally for speed.
The mistake? “Hiring a single head of AI and expecting them to do all three jobs,” Corsica Partners said. “That’s not a strategy — that’s a setup.”
Culture is the Force Multiplier
The best portfolio companies don’t just add data scientists — they create a culture that allows AI to thrive, according to the Corsica Partners report. “They democratize data,” it said. “Reward curiosity. Celebrate progress over perfection. Because AI transformation isn’t just about skillsets — it’s about mindsets. Shift the paradigm. AI isn’t something you install — it’s something you become.”
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Corsica Partners noted it takes: The strategist to define the why; the operator to drive the how; the tactician to make it real. “Each role evolves,” the study said. “Each is essential. And the art is knowing which to emphasize — and when. If you’re a PE partner evaluating AI maturity across your portfolio, or an operator translating AI ambition into execution — it starts with people, not platforms.”
Corsica Partners is a global executive search, recruitment process outsourcing (RPO) and growth advisory firm. The firm works with global, leading private equity firms, portfolio companies and recognized F500 brands to recruit senior talent, evaluate and develop high-potential individuals and scale growth companies effectively and efficiently. Corsica Partners’ search expertise extends from the boardroom to the back office, encompassing critical roles in the C-suite to building and scaling across business functions, including sales, marketing, finance, human resources, engineering and product teams. The firm has placed over 4,000 professionals in technology product and services companies, including software, SaaS, PaaS, cloud services, robotics, consumer, semiconductor, healthcare IT, supply chain, AI, machine learning and blockchain.
Related: Knowing the Differences Between Retained and Contingency Executive Search Firms
Contributed by Scott A. Scanlon, Editor-in-Chief and Dale M. Zupsansky, Executive Editor – Hunt Scanlon Media
