Topics and sectors
Two ways to slice the research: by the ownership and operating model a company follows, and by the industry it buys into. The taxonomy is provisional and changes as evidence accumulates.
Models
- AI-enabled services roll-up
Buys people-heavy services businesses (accounting, legal, IT services, customer experience, property management) and applies AI after the acquisition. Ownership gives the operator control over workflows, data and pricing that a software vendor never gets.
12 organizations
- AI-native software holding company
Acquires niche vertical software businesses and rebuilds or extends them on a shared AI stack. Closer to Constellation Software than to a services roll-up.
7 organizations
- Scaled-enterprise refounding
Takes control of, or partners deeply with, a large existing services business and re-engineers its operations with embedded engineering. Larger tickets, fewer deals.
3 organizations
- Permanent holding company with vertical platforms
A holding company that states an indefinite ownership horizon and builds sector platforms (accounting, IT services, built environment) that each acquire firms.
3 organizations
- Venture creation and sponsor-builders
Investors who incubate and fund roll-up companies rather than run them. Their capital categories, targets and portfolio claims are investor-reported.
2 organizations
- Succession and acquisition-capital platforms
Platforms that finance or facilitate small-business acquisitions by operators and employees. Related to the thesis through the same target businesses, but not necessarily AI-led.
4 organizations
- AI vendors selling into the same workflows
Software companies that sell AI tools to the same services firms the roll-ups buy. They are the counterfactual: can you capture the value without owning the business?
8 organizations
Sectors
- Accounting, tax and advisory
Recurring compliance work, fragmented ownership and succession pressure make accounting the most active sector in the research.
9 organizations
- Legal services
Alternative business structures and enterprise legal operations, where regulation shapes what an acquirer can own.
2 organizations
- IT services and MSPs
Managed service providers with ticket-based work that can be measured, automated and benchmarked.
6 organizations
- Customer experience and BPO
Contact-centre operations where AI resolution rates and satisfaction metrics are reported directly.
2 organizations
- Property and community management
Homeowner associations and lettings businesses with high administrative load.
2 organizations
- Insurance distribution
Brokerages and agencies, including the largest announced transaction in the research.
3 organizations
- Home services
Field-service trades where most activity so far comes from AI vendors and directory-listed candidates.
6 organizations
- Healthcare services
Revenue-cycle and clinical operations; mostly candidates in this research.
3 organizations
- Banking and financial services
Includes the BankSouth operating case and fintech vendors.
5 organizations
- Wealth management
Advisor platforms listed as candidates.
1 organizations
- Other professional services
Multi-discipline professional firms.
1 organizations
- Software and digital products
Targets of the software-holdco model and its comparators.
7 organizations
- Multi-sector
Sponsors and holding companies that operate across several sectors.
24 organizations