Funds Adopt AI One Person at a Time.
A Cohort Turns It Into a Fund Process.
In most impact funds an associate finds a faster way to screen and a partner drafts differently, often on personal accounts, with no shared method and no written rules. When the AI Circle’s first cohort started in July 2026, a written AI use policy scored 2.25 out of 5 across five impact funds (Accendo Associates baseline survey, July 2026). The wider industry shows the same gap. Only 9% of private equity firms are confident they could pass an AI governance audit within 90 days, while 80% are already exploring or piloting agentic AI (Grant Thornton, 2026 AI Impact Survey).
Limited partners and portfolio company boards now ask how a fund uses and governs AI. The cohort gives the whole team one method, one set of rules and shared tools, so the capability stays with the fund when people move on.
One Lifecycle Map,
Three Levels of AI at Every Stage.
We describe a fund’s work in eleven stages, from origination to exit or repayment, with a map for equity funds and a map for debt funds. At every stage the team decides where AI helps most and at what level. We call the result the Fund AI.OS, the fund’s own AI operating system. It belongs to the fund, not to any one person.
Prompts and skills
Run by each team member on the AI assistant the fund already uses: Claude, ChatGPT or Microsoft Copilot. No new platform is needed.
Automated workflows
Agents that run a chain of steps on a trigger, such as a new deal in the inbox or a quarterly report arriving, and log what they did.
Invest-tech platforms
Bought platforms that automate a whole stage, chosen from a curated vendor list mapped to the lifecycle.
Three rules
One record per stage, every run logged, and a named person who owns every judgment. These rules turn individual use into a fund process.
Nine Sessions in Six Weeks,
Light on Partners’ Time.
A Working AI Operating System
and Twelve Months in the AI Circle.
What the fund leaves with
An AI use policy template, drawing on the NIST AI Risk Management Framework, ISO/IEC 42001 and the OECD AI Principles, which the fund adapts itself or in office hours. Level 1 tools in daily use. An end-to-end design for its Level 2 automations. A curated vendor list for Level 3. Its own position on the lifecycle map, with a named owner for each stage.
What membership adds
A skills and agents library updated monthly, the curated invest-tech list, the Accendo Signals newsletter, webinars, in-person gatherings, team check-ins and office hours. Membership is held by the fund, so it continues when people change.
Governance Scores Rose About 40%
in Six Weeks.
Five impact funds across three continents completed the first cohort between July and September 2026: SPE Capital, the Accion Digital Transformation Fund, elea, LocFund Next and Shell Foundation. The same eight participants answered four questions before and after the program, on a scale of 1 to 5. The two governance measures that started lowest moved the most.
Source: Accendo Associates AI readiness survey, July 2026, and post-program survey, September 2026. Eight participants from five funds, 32 paired scores.
The Circle helped us move from thinking about AI as a set of individual tools to thinking about how it can be embedded more systematically across the fund.
The Circle helped in realizing the capabilities of AI tools in deal management, identifying gaps through our processes, and how we can manage repetitive tasks and reporting, which take up a lot of the team’s time.
Portfolio Data Stays
With Each Fund.
Each fund works inside its own tools and on its own documents. Nothing a fund builds is visible to other funds, and direct competitors are not placed in the same cohort. Data classification is agreed in the setup session, taking account of the jurisdictions each fund works in.
Choose the Cohort
That Fits Your Calendar.
Registering Interest Starts a Conversation.
It Commits You to Nothing.
Tell us a little about your fund. Nothing here commits you, and we reply within one business day.
Questions first? Write to aicircle@accendoassociates.com. If a cohort is more than you want to take on now, the AI Circle Intensive is five hours across two mornings for one person, and Set Your Baseline is a free one-hour session.