AI implementation for private equity
Roll out AI across your portfolio, once.
We get the non-technical teams at your portcos using AI. Two pilots first, then one playbook for the rest of the portfolio.
- PC 01
- PC 02
- PC 03
- PC 04
- PC 05
- PC 06Pilot
- PC 07
- PC 08
- PC 09Pilot
- PC 10
- PC 11
- PC 12
01 / The problem
Your portcos bought ChatGPT seats. Nobody showed their teams how to use them.
- 65%
of independent insurance agency staff used AI for work last year. Only 18% of agencies have a well-defined AI policy.[1]
- 10%
of staffing firms run agentic AI across their full workflow.[3]
- 50%
A&E proposal win rate in 2026, down from 56% in 2024, while 71% of firms send more proposals.[2]
Teams are already using AI, without a plan, training or anyone measuring what it saves. That's the opening.
02 / How it works
From two portcos to the whole portfolio.
- 01
Pilot at 2 portcos
Start with the portcos that need it most. We sit with every non-technical team, set up AI for their real work, train each person, and track usage and hours saved.
- 02
Portfolio playbook
What worked becomes ready-made workflows by function (sales, service, finance, ops), so the next portco doesn't start from zero.
- 03
Rollout
Deploy the playbook to the mid-tier portcos, then the top tier.
- 04
Portfolio view
You see which portcos are live, who's using AI and what it saves.
03 / What we set up
AI for the work your teams already do.
No new platform to adopt. We set AI up inside the software each portco already runs, then train every person on it.
| Function | What AI handles |
|---|---|
| Sales | Drafts of quotes, proposals and follow-ups |
| CRM | Call notes into the CRM |
| Marketing | Content |
| Service | Service replies |
04 / Why portfolio-wide
Same industry, same software, one playbook.
When a PE firm buys up many companies in one industry, those companies tend to run the same systems: Applied Epic or AMS360 at insurance agencies, Deltek at A&E firms, Bullhorn at staffing firms. A workflow that works at one carries to the next, so the next portco doesn't start from zero.
Most AI consultancies work one company at a time. We work with the operating partner, across the portfolio: one playbook, one view.
05 / Industries
Industries we work in.
We work with PE firms that are buying up many small companies in one industry and running them as a group, often called a roll-up. These four industries have office teams that already use AI without a plan.
Independent insurance agencies
Where AI helps firstRenewals, cross-sell and service replies.
29% of agency principals say they know enough to make decisions about AI.[1]
Software they run Applied Epic, AMS360
Architecture & engineering firms
Where AI helps firstProposals.
Win rates fell from 56% to 50% in two years while 71% of firms send more proposals.[2]
Software they run Deltek
Staffing firms
Where AI helps firstSales outreach and follow-ups.
Top-performing firms are four times as likely to use AI.[3]
Software they run Bullhorn
Wholesale distributors
Where AI helps firstQuoting and inside sales.
49% use AI for selling; 22% have no plans to.[4]
Software they run Their ERP
06 / Guides
Guides for operating partners.
- Free templateAI policy template for portfolio companiesA one-page AI acceptable-use policy portfolio companies can adopt as-is: approved tools, what data can go into AI, human review, and who owns it. Free Word template.
- GuideHow to roll out AI across portfolio companiesA four-step playbook for operating partners: pilot AI at two portcos, package what worked, roll it out by tier and track adoption in one portfolio view.
- GuideHow to measure AI adoption across a portfolioThe five numbers operating partners should track at every portco (active users, workflows live, hours saved, output and policy coverage), plus a portfolio view template.
- GuideHow to keep client data safe when portfolio companies use AIControl which AI tools staff use, what data goes into them and who reviews the output. A practical checklist for operating partners, with questions to ask AI vendors.
- GuideAI implementation vs. AI training: what operating partners should buyTraining teaches people how AI works. Implementation sets AI up inside their actual work, then trains them on it. How to tell them apart, and what to ask a provider.
07 / FAQ
Questions operating partners ask.
What does Albafield do?
We roll AI out across a private equity portfolio. We start at two portcos, set up AI for each non-technical team's real work and train every person, then package what worked into a playbook and roll it out to the rest of the portfolio.
Who is it for?
Operating partners and value creation leads at smaller and mid-market PE firms, especially firms that are buying up many companies in one industry (insurance agencies, A&E firms, staffing firms or distributors), where the portcos run the same software.
Why start with two portcos?
Two pilots prove the playbook on real teams before it scales. We start with the portcos that need it most, measure usage and hours saved, and use what we learn to plan the rollout.
What do teams actually use AI for?
Everyday desk work: drafting quotes, proposals and follow-ups, getting call notes into the CRM, writing content and answering service requests, inside the software they already use.
How do you measure results?
We track usage and hours saved for each team at each portco. The operating partner gets one view of which portcos are live, who's using AI and what it saves.
Do our portcos need technical staff?
No. The work is with non-technical teams in sales, service, finance and operations. We do the setup and the training.
How is it priced?
Rollouts are scoped per portfolio. We'll walk through the options on an intro call.
Start with the two portcos that need it most.
An intro call to find them and scope a pilot.
Book an intro call