Which Private Equity Executive Search Firms Place AI Leaders?

What does private equity executive search mean for AI hires?

For an AI hire, it means matching the firm to the level of the role, because what a PE-backed company asks for changes with level. In more than 900 AI, data and digital leadership postings we analyzed at private equity and capital markets employers in the US and Canada, 65% of C-suite postings mention the CEO, compared with 10% of director postings. Technical skills run the other way: 47% of VP postings ask for a programming language (Python, SQL, Java or Scala), compared with 3% of C-suite postings.

So decide what you are hiring before you choose a firm. In these postings, winning executive backing is a main emphasis for C-suite roles, a moderate one for director roles and a minor one for VP roles. VP postings lean on code. C-suite postings lean on winning backing from the CEO and board.

Mercer found that only 32% of C-suite executives believe their workforce can effectively combine human and machine capabilities.¹ A C-suite AI leader may be asked to close that gap, which takes sponsorship as much as technical skill.

Firms differ in which of these profiles they reach, so the level of the role is the first filter for judging them.

How should you judge private equity headhunters?

Judge each firm on five things, each checked against the firm's own website. We chose these eight firms because each runs search for PE-backed portfolio companies.

• A named practice for AI, data or technology leadership. A named practice tells you the firm expects to run these searches and does not treat them as an exception.
• Levels and titles covered, from director to C-suite and board.
• Engagement model: retained search, interim or fractional leaders, and assessment.
• Support across the deal, from pre-deal diligence through post-deal hiring.
• Geographic coverage: US and Canada, national, or global.

One more test sits on top: a firm's shortlist should look like the real candidate pool. In a sample of more than 200 AI, data and digital leaders at private equity and capital markets firms in our network:

• 99% have worked directly with the CEO, board or executive team.
• 76% have owned a budget.
• Only 38% name hands-on generative AI tools (OpenAI, Claude, LangChain and similar) on their resume.

In this sample, nearly everyone has executive exposure, and hands-on generative AI experience is the less common quality. Ask each firm to show, candidate by candidate, who has built with these tools. Do not accept a general claim.

How do private equity executive search firms compare?

Measured against those criteria, the firms fall into three groups:

• AI and data specialist. Axial Search.
• PE search firms that name technology or AI roles. Kingsley Gate Partners, Bespoke Partners, Herd Freed Hartz and Spectrum Search Partners.
• Firms centered on CEO, CFO, operations, interim or pre-deal work. Acertitude, Boyden and CarterBaldwin.

Firm	PE focus	Tech and AI roles	Services	Reach
Axial Search	AI, data and digital leaders	AI, ML and data leaders	Search, fractional AI, specialist recruiting	US and Canada
Kingsley Gate Partners	PE/VC, pre-deal to exit	Product/Technology/Data and AI	Search plus decision assessment	Global
Bespoke Partners	PE portcos, software and SaaS	CTO, CIO, CISO, CPO	Search, 10+ backchannel references	Not stated
Herd Freed Hartz	PE-backed portfolio leaders	CTO/Engineering, CIO/IT	Search, consulting, CEO/board advisory	National, Seattle HQ
Spectrum Search Partners	Middle-market PE portcos	Engineering, IT, product leaders	C-suite and functional search	Denver HQ
Acertitude	PE pre- and post-deal	No named functions	Diligence, assessment, search, succession	Not stated
Boyden	PE/VC value creation	Not a named practice	Search, interim, succession, boards	Global
CarterBaldwin Executive Search	PE/VC portfolio companies	Not a named practice	Retained search	Not stated

For an AI hire, the "Tech and AI roles" column does the most work. A firm marked "Not a named practice" may still take the search, but you would be asking it to work outside the focus it describes for itself.

Which private equity executive search firms place AI leaders?

Axial Search and Kingsley Gate Partners are the only firms here that name AI or data leadership as a focus. Bespoke Partners, Herd Freed Hartz and Spectrum Search Partners name CTO, CIO, engineering or IT roles. Each entry below gives the firm's best fit and the limit of its scope, so you can build a shortlist of two or three firms instead of calling all eight.

1. Axial Search

Axial Search offers executive search, fractional AI leaders and specialist recruitment for AI, machine learning and data in the US and Canada. It also publishes hiring and salary analysis drawn from its own candidate network and the AI job postings it tracks. Its scope is narrow by design: one family of roles, not every function a portfolio company might need. See how its AI executive search for portfolio companies is structured.

Best for: PE-backed portfolio companies hiring AI, data and digital leaders, through executive search, fractional AI leaders or specialist AI, machine learning and data recruitment.

Not the right fit for: Searches outside the US and Canada, or high-volume contract staffing.

2. Kingsley Gate Partners

Kingsley Gate Partners runs a PE and VC practice covering executive search for PE/VC-backed leadership "from pre-deal diligence through exit." The functions it names include Board and CEO, HR, Product/Technology/Data and AI, Operations, Finance/Risk/Legal and Marketing and Sales. It also describes a proprietary Decision Framework that assesses how executives decide under investor pressure.

Best for: Sponsors who want Product/Technology/Data and AI as a named function within a PE and VC practice that spans pre-deal diligence through exit, with global reach for cross-border portfolios.

Not the right fit for: Buyers who want an AI-only specialty. Its PE practice covers a broad list of functions, and its page names no placed titles or headquarters.

3. Bespoke Partners

Bespoke Partners runs executive search for PE portfolio companies and specializes in software and SaaS. It recruits CEOs, presidents, GMs, board members and operating partners, and at the C-suite level it covers the CFO, CRO, CMO, CHRO, CPO, CTO, CIO and CISO. Its process, which it calls "Search 2.0," typically gathers 10+ backchannel references per candidate.

Best for: Software and SaaS portfolio companies hiring a CTO, CIO, CISO or operating partner, with a structured reference process.

Not the right fit for: Industrial or consumer portfolio companies, or buyers who want AI and data leadership as a separately named practice.

4. Herd Freed Hartz

Seattle-based Herd Freed Hartz focuses on leaders for PE-backed portfolio companies, including first-time CEOs, experienced operators and functional leaders. The roles it lists include CEO/President, COO, CFO, CRO, CTO/Engineering, CIO/IT, CMO, VP Product, CPO/HR and GC/Legal. Alongside search, it offers recruiting consulting and CEO and board advisory. Its site cites recent placements with sponsors and describes its reach as national.

Best for: PE-backed companies hiring a CTO/Engineering or CIO/IT leader that also want CEO and board advisory, from a firm that shows recent placements with sponsors.

Not the right fit for: Buyers who want AI and data leadership as a named practice. It is a generalist across functions whose stated strength is Pacific Northwest networks.

5. Spectrum Search Partners

Denver-based Spectrum Search Partners recruits C-suite talent for PE firms and functional leaders for portfolio companies, often entrepreneurial middle-market businesses. Beyond CEO and CFO searches, it covers revenue, general management, finance, engineering, IT and product leaders.

Best for: Entrepreneurial middle-market portfolio companies hiring engineering, IT or product leaders alongside CEO and CFO searches.

Not the right fit for: Buyers who want a named AI leadership practice or a dedicated PE page. It is a generalist across functions.

6. Acertitude

Acertitude describes itself as "private equity specialists who provide a variety of pre- and post-deal services." Those services include people due diligence, management assessment and supplying operating executives and portfolio leadership teams. It also lists Board and CEO search, executive search, pre-deal services and succession planning.

Best for: Sponsors who want pre-deal people diligence, management assessment and post-deal search from one firm built around private equity.

Not the right fit for: Buyers who need a named AI or data practice, since its page names no specific functions or titles. Companies needing a single hire may also find its pre-deal advisory emphasis more than they want.

7. Boyden

Boyden's PE and VC practice covers four areas:

• executive search for portfolio companies aligned with value creation
• interim executives for transitions
• CEO succession planning
• strengthening boards

The roles it names are CEOs, CFOs and operational leaders, and it works globally.

Best for: Portfolio companies in transition that need interim executives alongside permanent search, plus succession planning and board support in one global practice.

Not the right fit for: Buyers seeking AI and data leadership as a named practice or a PE-only boutique. Its focus is CEOs, CFOs and operational leaders.

8. CarterBaldwin Executive Search

CarterBaldwin Executive Search runs a dedicated practice placing executives at portfolio companies of PE and VC investors, on a retained basis. The placements it shows include CFO, CEO, COO, GM and functional VP roles at sponsor-backed companies. Its site displays client logos, without description, including TPG, EQT, Warburg Pincus, LLR Partners and Nautic. Its partners include former portfolio company leaders.

Best for: Sponsors who want retained search from partners with portfolio and M&A operating backgrounds, and public, dated placements at named portfolio companies.

Not the right fit for: Technology and AI leadership searches. Its placements skew to CFO, COO, GM and operations roles, and technology is not a named practice.

Who should run a portfolio company executive search?

Once you have a shortlist, the sponsor and the portfolio CEO should run the search together: the sponsor sets the mandate and value-creation goals for the hold period, and the CEO co-owns the shortlist and tests every finalist on whether they can work together. The posting data supports giving the CEO that role for senior seats: winning executive backing is a main emphasis in C-suite postings, and 65% of them mention the CEO. The firm you choose should brief both and present candidates against both sets of expectations.

For director and VP hires, the balance shifts. Director postings rarely mention the CEO, and VP postings are the ones most likely to ask for a programming language, so the hiring manager's view of the code, the data stack and the tools should carry the most weight.

How fast can a PE-backed company fill an AI role?

None of the eight firms here publishes a time-to-fill, so the answer depends on each firm's record, which you should ask for. What we can measure is how long leaders stay in their roles. In our sample of more than 200 AI, data and digital leaders at PE and capital markets firms:

• 58% have been in their current role for under two years.
• Among VPs, that figure rises to 63%.
• The median time per completed role over a career is three years overall, and two years for VPs.

Over a short hold period, search length may matter less than what the leader is hired to do. ManpowerGroup Talent Solutions and Everest Group found that 72% of organizations achieved expected AI outcomes within two years, but prioritized near-term gains over the deeper redesign required for lasting impact.² A leader hired only to show early results can deliver exactly that and little more.

Internal mobility also shapes who you can approach. 32% of leaders in our sample moved into their current role from another position at the same employer, and the share is the same for VPs. Some of these candidates may be harder to move than their tenure suggests.

When you ask a firm about speed, ask three questions:

1. How long did its last few comparable searches take?
2. How many candidates reached the final round?
3. How many placements were still in the role a year later?

The best firm depends on the role's level and the depth it needs

The right private equity executive search firm depends on the seat you are filling.

• AI, data or machine learning leader in the US or Canada. Start with Axial Search, the specialist on this list.
• Global search, or a named Data and AI function inside a broad PE practice. Add Kingsley Gate Partners.
• CTO, CIO or engineering leader. Bespoke Partners, Herd Freed Hartz and Spectrum Search Partners each name those roles, with a different sector, region or company-size emphasis.
• Pre-deal diligence, interim cover or a CEO and CFO bench. Acertitude, Boyden and CarterBaldwin Executive Search fit better.

Pick two or three firms. Ask each to show hands-on AI depth in its candidates, and get its time-to-fill record before you sign.