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Last verified 2026-07-12

AI adoption in the fund industry

Deployed, not demoed·2 deployments tracked·trade-press sourced·no model news

Every fund conference now has an AI panel; almost none of it tells you what anyone has actually deployed. This page tracks adoption, not announcements: AI put into production by fund managers, administrators and asset servicers — who deployed what, for which operational job, and why it matters to someone who runs or services funds.

The standing assessment

Deployments are news. For what a job actually takes — what the AI does, how good the evidence is, and what it can't do — the library holds the standing assessment.

Open the use-case library →

One page per job, each graded and dated.

The bar for an item here is deliberately high: real adoption by the industry itself. Model-vendor news — a new frontier model, a benchmark, a funding round — never appears, however loud the week. When a period produces nothing that clears the bar, the page says so rather than padding. For the standing assessment of a given job — what the AI does, how good the evidence is, and what it can't do — see the use-case library.

As at 2026-07-12 · Source: the trade-press link on each item (dated per item) · Limitations: coverage is what crosses the trade press — private deployments that are never announced are, by definition, not captured.

Recent deployments

An honest note: the past ten days produced no significant new adoption announcements from managers or administrators — the two items below are the most recent that clear this desk's bar (real deployment by the industry, not model news), both slightly older than this edition's window.

Janus Henderson builds AI-native research and distribution tools on Claude, with Percepta

Funds Society · 2026-06-11

Janus Henderson is developing two AI-native tools with Anthropic and General Catalyst-backed Percepta: Prism, a client-intelligence platform for distribution teams, and Libros, a research manager that joins proprietary research, external research and market data for analysts — alongside firm-wide deployment of Claude Code and Cowork. The notable part is the build-with-a-partner model on top of a frontier lab's stack, rather than buying a vendor point solution: the manager keeps the data foundation, which is where the durable advantage sits.

Mercer survey: 55% of asset managers have AI in at least one investment process — as a partner, not a decision-maker

Funds Europe · 2026-05-30

Mercer's survey of global asset managers found 55% have integrated AI into at least one investment process and another 27% are running pilots — but, in the words of Mercer's global manager research lead, the technology remains "a partner rather than a decision-maker". That framing matters for governance: a partner produces inputs a human signs off, which is a very different model-risk and accountability profile from delegated decisions. Expect due-diligence questionnaires to start asking which of the two you actually run.

How to read an adoption item

A deployment announcement is a claim, not a control test. Three questions separate the ones worth acting on: who confirmed it — the deployer, the vendor, or a journalist paraphrasing a press release; what is actually in production versus piloted or "being developed"; and where the human sign-off sits, because a tool that drafts is a different governance question from one that decides. The use-case library grades exactly these, job by job. The gotcha: the firms with the most interesting deployments are usually the least likely to announce them, so read the absence of news as missing coverage rather than as an absence of adoption.

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