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Start here: how an AI holding company works
A five-minute introduction to buying businesses, changing their workflows with AI, and the execution questions that determine whether the idea works.
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Read the arguments shaping this field: original letters and essays, independent reporting, interviews, and podcasts. Every item says whether the text is available here or should be read at its publisher.
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A five-minute introduction to buying businesses, changing their workflows with AI, and the execution questions that determine whether the idea works.
ADT Q3 2026 results; guidance withdrawn pending the Thrive transaction.
Target company press release announcing the definitive agreement.
Acquirer statement on the ADT agreement; source of the ">75 businesses" figure.
Profiles RRBB practitioners including Rob Quick, Dave Roth, and Susan DiPaolo. Recounts a prior software initiative that failed because document-scanning work was not adopted.
Announced September 1, 2026, from Salem, Utah. Current announced that Preferred CFO joined the platform. Based in the greater Salt Lake City metro area, Preferred CFO provides fractional CFO, controller, outsourced accounting, strategic finance, and capital-raising support to businesses nationwide, and has operated for more than a decade, with the firm dating its founding to 2013. Its work covers forecasting and financial modeling, cash flow management, budgets and operating plans, capital preparation and raises, and strengthening controller functions. Current framed the addition as advancing its strategy to build one of the country's leading advisory organizations and as a milestone in its national expansion, positioning the combination of experienced professionals, modern technology, specialized expertise, and strategic advisory as the direction of the profession. Preferred CFO said clients should expect near-term continuity with the same professionals, while joining Current gives the firm access to broader technology, AI systems, national resources, and collaboration across the network. Existing client relationships, local leadership, and culture are retained.
Reports over $2 billion in new capital at a $12 billion valuation, over $3 billion raised since inception, and more than 70 businesses. Announces expansion into built-environment services.
Announces a $35 million Series B led by The General Partnership and Allen Shim joining as president/CFO. Describes a permanent holdco with embedded technologists.
Announced July 9, 2026, from Somerset, New Jersey. RRBB announced its fifth tuck-in acquisition since joining Current in August 2023, growing from roughly $20 million in revenue at the time it joined to a $44 million platform. RRBB was Current's first partner firm. Two months after joining, it added Mendonca & Partners Certified Public Accountants LLC, an international tax firm in Union, New Jersey with import/export expertise and approximately $8 million in revenue. The release frames RRBB as a pioneer within the network, presenting its sequence of tuck-ins as a repeatable model combining integration, technology enablement, access to capital, and global service delivery to drive both inorganic and organic growth. RRBB offers accounting, advisory, and consulting services from offices in New Jersey and New York. Current, founded by Jake Sloane and Frank Zhang and backed by Thrive Holdings, is described as a national partnership of more than 30 accounting and advisory firms built on local leadership and entrepreneurial autonomy, and was named to Accounting Today's list of best firms for technology.
Argues that relationships and professional judgment become more valuable as routine work gets cheaper. Makes permanent ownership, practitioner ownership, and organizational change central.
Confirms the rename and continuity of the accounting platform. Describes local ownership, branding, leadership, and the Tax AI initiative.
Describes a practitioner-feedback and evaluation loop for Tax AI. Reports a 7,000-return pilot, roughly one-third less preparation time, and about 50% greater throughput.
Announced January 28, 2026, from Irvine, California. Force 10 Partners, a national financial advisory firm specializing in corporate restructuring and litigation support, joined Crete Professionals Alliance, extending Crete's advisory capabilities into restructuring. Force 10 serves debtors, secured creditors, creditors' committees, and fiduciaries in restructuring, bankruptcy, and dispute-driven matters, with practice areas spanning turnaround management, fiduciary engagements, valuation, forensic accounting, and complex litigation support across consumer, healthcare, financial services, technology, and real estate. The firm said it sought a partner able to support its next phase of expansion without compromising independence, culture, or technical rigor. Through the alliance, Force 10 gains access to long-term capital and operational resources to expand its team, deepen specialized capabilities, and invest in infrastructure for larger engagements. It continues to operate under its own brand, with Force Ten Advisors, LLC as its operating entity and its existing leadership and professionals in place. Steve Stagner, chief executive of Crete, framed the addition as reflecting a market shift toward more specialized, outcome-driven services.
Accessible opening reports expansion across major investors and distinguishes vertical roll-ups from multi-industry holding companies.
Announces joint research, engineering, and operating work, with OpenAI becoming an owner of Thrive Holdings.
Argues for owning distribution while acknowledging the difficulty of combining software development with acquisition integration.
Curates frameworks and operator interviews. Pushes back on treating software multiples as a necessary condition for the thesis.
Announced June 18, 2025, from Singapore. Multiplier Holdings publicly launched with $27.5 million in seed and Series A funding. The Series A was led by Lightspeed Venture Partners, with Ribbit Capital, which had led the seed, plus EDBI and SV Angel participating. The model is to acquire specialized professional services firms — tax and accounting practices in particular — and integrate custom AI automation, using an in-house library of AI and workflow components configured to each acquired firm. Multiplier states that portfolio firms keep operational independence while incentives are aligned across Multiplier leadership, firm leaders, and staff, producing what it calls hybrid technology firms. The release cited a global professional services market above $6 trillion and a forecast 11.2 percent CAGR in tax advisory services. Noah Pepper is chief executive. Multiplier subsequently raised a $35 million Series B led by The General Partnership in August 2026, with Ribbit and Lightspeed participating, and hired former Slack CFO Allen Shim as president and CFO.
Introduces a permanent-capital vehicle to invest in, acquire, and operate businesses over long periods.