--- title: "Retained AI operating partner for private equity funds | Anyway Ventures" description: "A senior AI operator retained by the fund and deployed into the deal or portfolio company with the best value case: diligence, delivery and board seats." url: https://anywayventures.com/private-equity updated: 2026-09-29 --- FOR PRIVATE EQUITY, GROWTH INVESTORS & ACQUIRERS LAST UPDATED SEP 2026 # Retained by the fund. Deployed where the value is. A senior AI operating partner the fund holds on retainer and points at the deal or portfolio company where AI can move the numbers most. We go in with management, stay until the change is live and measured in hours returned, then move to the next priority. Not a light-touch review of the whole portfolio: hands-on capacity your deal team can deploy. [Book 30 minutes](https://anywayventures.com/contact) FREE · ONE CALL FOR EVERY ENQUIRY · STRAIGHT ANSWER ON FIT HOW IT WORKS ## How the retainer works The same model the larger funds run with in-house operating teams: capacity held centrally and sent in where it will earn most. Sized for a lower mid-market fund. 001Retained at fund level An annual retainer reserves senior days each month for the fund, and gives the deal team a standing AI counterpart for pipeline questions between deployments. ANNUAL 002Deployed by the deal team You choose where the capacity goes: a target in exclusivity, a portfolio company behind plan, a 100-day plan that needs AI in it, or an exit story that needs evidence. ON DEMAND 003In the business, hands on Inside the company with its management team. A diagnostic in the first week, then the highest-value changes built and put into production, not written up. 4–8 WEEKS 004Handed over, then redeployed Documented, owned by the company and measured against a baseline. A one-page report to the deal partner, then the capacity moves to the next priority. EACH DEPLOYMENT ## Four ways to deploy it Most funds start with one diligence or one portfolio company, then keep the capacity on retainer for the next. [01 Tech, product & AI due diligence What the platform is, whether the product earns the plan, and a costed AI value-creation plan in the IC pack. PRE-DEAL · 2–4 WKS](https://anywayventures.com/ai-due-diligence) [02 Retained AI operating partner Held by the fund and deployed into whichever portfolio company has the strongest AI value case, then redeployed once the work is live and handed over. RETAINED · DEPLOYED ON DEMAND](https://anywayventures.com/ai-operating-partner) [03 Embedded AI delivery Inside one portfolio company with its team: internal tooling, automation and agents in production in weeks. IN A PORTCO · 4–8 WKS](https://anywayventures.com/embedded-ai-delivery) [04 Board & NED A small number of seats where technology, product and AI decide the outcome. GOVERNANCE · ANNUAL](https://anywayventures.com/board-and-ned) PRIORITISATION ## Where to point it A retainer is only as valuable as the choice of where it goes. These are the questions we work through with the deal partner before each deployment. Size of the prize Hours and margin at stake in work AI can realistically change today, in pounds rather than percentages. Readiness Whether the data and systems can support it now, or what has to be fixed first and what that costs. Management appetite A CEO and a named owner who want it. Deploying into a team that does not is the fastest way to waste the retainer. Timing in the hold Early for the 100-day plan, mid-hold when a plan has stalled, 12 to 18 months before exit when the AI story needs evidence. What transfers Work that can be reused in the next portfolio company costs less the second time. Patterns compound across a fund. The pipeline A deal in exclusivity often outranks everything else. Diligence is where the value case, and the price, gets set. ## Why funds use us ### Deployed, not spread thin Capacity goes where the value case is strongest, instead of being sliced evenly across every portfolio company. ### Operator, not analyst Ran a product consultancy for thirteen years, then a marketplace as CEO through its sale. Five exits as founder or C‑suite. ### Continuity The person who diligences the target can go back in after completion and build what the plan promised. ### Still building Hands on the current AI tooling every week. The plan reflects what works in production now, not what a vendor deck says. ### Deal timetable Diligence quoted within 48 hours and delivered inside your exclusivity window. COMMERCIALS ## How it's paid for The retainer Paid by the fund. An annual term with a set number of senior days each month, reviewed at six months. Bands are on the pricing page. Deployments Build work inside a portfolio company is scoped as a fixed-price engagement, usually invoiced to that company, which is how external operating support is commonly charged. Agreed with the fund against your LPA and fee offset terms. Reporting One page per deployment for the deal partner: baseline, what went live, hours returned, and what is still running six months on. A portfolio summary for the IC each quarter. Indicative bands for retainers and delivery are on [how we work and pricing](https://anywayventures.com/how-we-work) . ## Questions funds ask ### What does a retained AI operating partner do for a PE fund? It gives the fund a senior AI operator on call. The deal team deploys that capacity into a target during diligence, or into a portfolio company after completion, wherever the AI value case is strongest. Each deployment is hands on: diagnose, build and put into production with management, measure against a baseline, hand over, then move to the next priority. ### How is this different from a portfolio-wide AI review? A review spreads effort evenly and usually ends with a roadmap for each company. A deployable partner concentrates effort where the money is, stays until the change is running and leaves something measurable behind. Most funds get more from two portfolio companies done properly than from ten reviewed. ### Who pays, the fund or the portfolio company? Typically the fund pays the retainer, and the portfolio company pays for fixed-price delivery work in its own business, which is how external operating support is commonly charged. The right split depends on your LPA and fee offset terms, so it is agreed with the fund before the first deployment. ### How quickly can you be deployed? Retained capacity means a deployment can usually start within a week of the deal partner asking. Diligence is quoted within 48 hours and built around a normal exclusivity window. ### Does this replace our existing operating partners? No. Most funds already have operating partners for finance, commercial or technology. This adds AI-specific delivery capacity they can call on, without creating another full-time seat. THE ANTI-OFFER ## What we don't do Saying no to these is most of what makes the rest work. ×Pilots with no route to production If there's no owner, no baseline and no plan to run it live, we'll say so before you spend anything. ×Licence resale or vendor commissions No tooling recommendations we're paid for. Ever. ×Juniors on your account Brannan does the work. The bench is senior or it isn't on the job. ×Offshore or white-label delivery Nothing is subcontracted to a team you haven't met. ×Day rates and open-ended retainers Fixed price against an outcome, with a defined end. ×Two sides of one deal We won't advise buyer and seller, or two bidders, on the same transaction. ## Recent work EMBEDDED · PE-BACKED SERVICES ### Three agents live in six weeks at a £40m-revenue services business Quoting, customer onboarding and month-end reconciliation automated with the ops and finance teams in the room. Built on their existing systems; handed over documented. ~900 hours returned per month 6 wks from first call to production DILIGENCE · BUY-SIDE ### Tech, product & AI diligence on a vertical SaaS target Platform and team review plus a costed AI value-creation plan for the IC. Two of the plan's items were delivered in the first quarter of ownership. ~1,400 hours/month returned in the first-100-day plan 9 days scoping to IC session CAPABILITY · OWNER-MANAGED ### An owner-managed distributor made AI-native in a quarter Internal pricing tool and document handling rebuilt with the team, then a twelve-week embed until the new workflows were the habit. ~320 hours returned per month, unattended at 6 months 2→14 staff using AI in daily workflow