A Senior Advisor practice for mid-market private equity. Embedded inside portfolio companies on the work that decides exit pricing: AI readiness, revenue architecture, regulatory fluency, operating model design.
The buyer wants to know which functions have been redesigned, not augmented. They want governance artefacts. They want evidence that automation is operating in production with audit trails, not sitting in a pilot deck.
A polished AI narrative is no longer a premium. It is the entry ticket. The premium now sits with assets that can prove, in their numbers, that the operating model has already been rebuilt and is producing the savings the seller is claiming.
The gap between AI narrative and AI operating reality is becoming a discount in the bid. The window to do anything about it on hold-period assets is shorter than the calendar suggests.
Sponsorship is the layer that's empty in most funds. Operating partners are spread across eight or ten assets. Execution firms are accountable to delivery, not to the buyer's diligence question. Arcvale fills that gap. One senior advisor, embedded in the asset, accountable across the hold period for the work that decides exit pricing.
Most GPs need fund-level operating work that no senior internal hire has time to own. Operated inside SS&C, FINBOURNE and AltaReturn. The contracts, the platforms and the providers are all known territory. Engaged on a project or fractional basis, distinct from the portfolio retainer.
Operated inside AltaReturn through its $500M acquisition by Vistra. From the seller's side of the table, watched what diligence actually looks like when the cheque is being written.
The buyer didn't want a vision. They wanted evidence. They wanted to know, function by function, where the work was being done, by whom, at what cost, and what would still be true 18 months after close.
That experience is the lens Arcvale brings to portfolio companies preparing for exit. Genuine buy-side credibility, not advisor's intuition.
A short, opinionated note arguing that the GPs who outperform on the current vintage will not be those with the best AI strategy. The strategy layer is crowded and largely indistinguishable. They will be the ones who treated AI readiness as exit infrastructure from the day they signed the SPA.
Covers the diligence shift already underway, the size of the multiple gap in the numbers that matter, why the gap exists, and what changes when AI is treated as exit infrastructure rather than as an operational improvement programme.
Arcvale advises mid-market PE GPs on AI exit-readiness and operating model design. The notes are written from live work with funds. Leave your email if you'd like the next one.