The Investor’s Perspective: How AI Is Reshaping Deal Sourcing, Diligence and Valuation Premiums in Technology Services
Explore how AI is changing what investors reward in technology services. This research thesis from TH Global Capital delivers a buy side, data-driven view of how private equity firms and strategic acquirers are recalibrating their investment thesis, valuation frameworks, and capital allocation as AI moves from a positioning narrative to a test of real, commercialized capability.
Grounded in primary conversations with over 50 PE investors, strategic buyers, and senior operators across global technology services markets, and triangulated against more than 2,200 M&A deals over the last eight quarters, the thesis sets out where conviction is building, which sectors and platforms are attracting capital, and why execution now matters more than positioning.
Key Highlights of the Thesis:
AI as an Enabler, Not the Thesis: AI-related M&A has grown 4X over the last eight quarters, yet more than 89% of deals are still driven by domain depth and core business strength rather than AI for AI’s sake. Investors increasingly expect AI to be embedded as a baseline, not treated as a standalone differentiator.
Where the Value Is Converging: Data and cybersecurity now account for over 40% of all AI-related deal flow, with investment gravitating toward data engineering, MLOps, security, and governance. Investors remain selective on CX, contact centers, and BPM given near-term disruption risk.
Commercialization Is the Test of Investability: Around 70% of participants treat AI commercialization as a core lens in investment decisions, and 80% now assess AI impact during commercial due diligence. Businesses with monetized, client-facing AI command a 30 to 50% valuation premium, while 30% of investors have walked away from deals with weak or misaligned AI positioning.
Where Conviction Is Concentrating: Investment is converging around modern data platforms such as Databricks and Snowflake, led by BFSI and healthcare verticals, and concentrated in North America and Western Europe at the back of AI maturity.
Build and Partner Is the Default Playbook: Tech services strategics keep roughly 70% of AI investment internal, using M&A selectively for the remaining 30% to close capability gaps in high-impact areas such as AI/ML engineering, cybersecurity, and proprietary data and delivery IP.
Why Download This Study?
Understand how the buy side is rewriting the rules of value creation in technology services. Whether you are an investor, corporate development leader, or operator, this thesis shows how AI is reshaping investment thesis, due diligence, and valuation, and where the next phase of value will be defined by execution rather than positioning.
Sources: TH Global Capital AI Buyer Perspectives Study 2025 (n=50+), Pitchbook, and TH Global Capital team analysis