Thesis Portfolio Fund Credentials Research
Arcvale Partners

The buyer will price your AI maturity. Most GPs aren't ready for that conversation.

A Senior Advisor practice for global private markets GPs. Two service lines: AI as exit infrastructure across the private equity portfolio, and operating model design inside the GP itself.

Founder Sara Gilbert
Coverage Global. Cross-border working rights UK, EU, HK.
Engagement Independent contractor. Carry-aligned where appropriate.
A Note for General Partners

The diligence shift has already happened. Most sellers are walking into it underprepared.

Buyers have stopped asking whether a target uses AI. They assume it does. The questions have moved on, and they are sharper than the seller-side narrative is ready for.

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.

Private equity SaaS asset
£300M
£30M EBITDA at 10x. The reference exit being repriced when AI maturity falls short of the narrative.
One turn of multiple
£30M
The price of a credibility gap that diligence opens in week six. Two turns is plausible where the gap is structural.
Run-rate threshold
18m
Below this, AI savings read as story rather than fact. The work has to start in year one of hold, not year three.
Inside the Portfolio

Five levers. Hired by the GP. Embedded in the asset. Accountable to the buyer's diligence question.

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.

i.
Revenue Architecture
Concentration risk and weak NRR. Commercial structure rebuilt without headcount growth, so quality of ARR holds up under buy-side diligence.
ii.
AI Readiness
The narrative the buyer will price. Data infrastructure, governance, function-level operating model, and the run-rate evidence that survives a QofE.
iii.
Vendor Stack Reduction
Margin lift through repricing of inherited software, advisory and outsourcing contracts inside the PortCo. Independent benchmarking by someone who has worked inside the providers. EBITDA impact lands in the next reporting cycle, not the next operating plan.
iv.
FTE Rationalisation
Human-AI operating models that remove headcount from low-value functions and redeploy talent where it compounds. Cost base shape, not just cost saved.
v.
Exit Positioning
Reading the asset the way a buyer's diligence team will read it in three years, and working backwards into the operating decisions that need to happen now.
Inside the Fund

Beyond the portfolio. Operating leverage at the fund itself.

Most GPs need fund-level operating work that no senior internal hire has time to own. Operated inside Northern Trust, SS&C, FIS, FINBOURNE and Allvue. The contracts, the platforms and the providers are all known territory. Engaged on a project or fractional basis, distinct from the portfolio retainer.

01 · Fund Admin & Tech Renegotiation
Vendor contracts repriced against current market
Fund admin, eFront, Allvue, FIS Investran, iLEVEL. Independent benchmarking and renegotiation by someone who has worked inside the providers. Savings typically pay the engagement many times over.
02 · Cross-Border Distribution Operations
AIFMD II, ELTIF 2.0, SFDR in practice
AIFM selection, parallel structuring, Article 8 and 9 positioning, jurisdictional cost comparison. The operational view that placement agents and lawyers do not provide.
03 · AI Inside the GP
AI deployed inside the fund itself, not just the portfolio
An audit and roadmap for AI use inside the fund itself, not just the portfolio. The workstream every GP knows they need and no senior hire has time to own.
04 · Cross-Border Build-Outs
Global jurisdiction expansion
Operational lift behind opening a new office or jurisdiction. Hiring, structuring, vendor selection and regulatory ground truth. Cross-border working rights across the UK, the EU, and Hong Kong.
Reduced fund operating costs lift net IRR to LPs and recover management fee margin to the partner share. The economics are usually meaningful and usually overlooked.
Read the note
Credentials

Built from operating inside a PE-backed business through a $500M exit.

Anchor Credential
AltaReturn / Vistra PE
Private markets STP platform · $500M acquisition

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.

FINBOURNE Technology
Sales Director
AI-enabled investment data platform. Commercial strategy at the intersection of data architecture and institutional investment operations.
FIS · APAC
£0 to £3.8M ARR · 18 months
A new revenue line built from zero across the APAC region. Commercial execution at pace inside a large financial technology platform.
SS&C Technologies
EMEA & Asia · Fund Administration
Jurisdictions, fund structures, capital raising, LP technology, asset servicing. AI, ML and RPA integration into fund administration operations.
Northern Trust
Fund Administration · Luxembourg
Fund servicing inside one of the largest global custodian banks. Cross-jurisdictional fund operations, LP reporting, and the operational view of fund administration from a big-bank platform.
Geographic Coverage
Global. Cross-border working rights across the UK, the EU, and Hong Kong.
Engagement Structure
Senior Advisor, Non-Executive Director, or Operating Partner. Retainer with carry alignment across the investment cycle.
Research

Two notes. Two doors.

For Operating Partners, the question is exit-readiness. For COOs and CFOs, the question is what the third-party administrator actually does and whether the data layer is owned. Two artefacts, two different rooms inside the same firm.

A Note for General Partners · 2026

The buyer will price your AI maturity.

Why AI readiness is exit infrastructure, not an operational improvement programme.

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.

The execution layer is solved. The strategy layer is crowded. The gap that will quietly determine which funds clear their target IRR over the next two exit cycles sits in the sponsorship layer between the GP and the PortCo CEO.

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.

Written for Operating Partners, Heads of Value Creation, and COOs. Drawn from operating inside AltaReturn through its $500M acquisition by Vistra PE.

A Note for COOs and CFOs · 2026

The golden source of truth question.

Where your data lives, and why your fee depends on the answer.

Mid-market GPs pay their third-party administrator 8 to 15 basis points of NAV blended, on a fee that has not been renegotiated in years. The reason is structural. The TPA knows what it does. The GP does not. That information gap is an asymmetry tax, paid every quarter.

A fund-side data layer flips the asymmetry. The renegotiation pays for the build inside one cycle. The optionality is what compounds.

Includes an indicative economics comparison across £2bn and £5bn fund families, the optionality that the saving understates, and how the build sequences over twelve months.

Written for COOs and CFOs at mid-market PE GPs. Drawn from operating inside AltaReturn, SS&C, and FINBOURNE across both sides of the fund administration economics.

The next note

Arcvale advises global private markets GPs on AI exit-readiness across the private equity portfolio, and operating model design inside the GP itself. The notes are written from live work with funds. Leave your email if you'd like the next one.

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