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Automation Without Hallucination

Keeping Your Fund Data Current

For fund managers, the hardest part of due diligence has rarely been the data itself — it’s keeping that data current everywhere it needs to live. Distributors, platforms, and compliance teams all want the latest picture of your funds, and “latest” is doing a lot of work in that sentence. A fact sheet updated last quarter, a holdings breakdown from before a manager change, an ESG data point that’s quietly gone stale — none of these are wrong, exactly. They’re just no longer true.

That gap between accurate and current is where most due diligence friction actually lives. And it’s the gap we’ve built two new tools, and one new service, to close.

Why data freshness matters more than it gets credit for

Stale data doesn’t usually announce itself. A distributor’s analyst doesn’t see a red flag — they see a fund profile that looks complete, well-formatted, and finished. The problem only surfaces later: in a due diligence question you can’t answer consistently with what’s published, in a Consumer Duty review where your data and your reality have quietly diverged, or in a manager-change disclosure that arrives weeks after the fact because updating it wasn’t built into anyone’s routine.

This matters more now than it used to. Regulatory expectations around Consumer Duty and ongoing oversight assume that the information distributors rely on reflects the fund as it is, not as it was when someone last had time to update it. Distributors are increasingly building automated monitoring and alerting around the data fund managers provide — which means freshness isn’t just a courtesy anymore, it’s an input other people’s systems are quietly depending on.

The honest reason this happens isn’t negligence. It’s that keeping data current has historically been expensive in a way that’s easy to deprioritise. If updating your AssetQ profile means exporting from internal systems, reformatting, navigating a portal field-by-field, and waiting on a review cycle, freshness becomes a “when we get to it” task rather than a routine one. We’ve heard this from fund managers directly: AssetQ has a reputation, fairly earned in the past, for being a system that takes real effort to maintain.

That reputation is what we built these tools to retire.

The principle: automation without hallucination

There’s an obvious shortcut here, which is to point an LLM at the problem — have it draft your fund commentary, infer your data points, summarise your holdings. We’ve deliberately not done that, and we don’t think you want us to.

The issue isn’t that AI is unreliable in some abstract sense. It’s that introducing AI-generated content into a regulatory data pipeline creates a new problem to solve for every problem it claims to solve: now someone has to review what the model produced, verify it against source, and catch the cases where it confidently got something wrong. You haven’t removed the maintenance burden — you’ve swapped manual data entry for manual fact-checking of a machine, which for due diligence data is arguably a worse trade.

So our approach is the opposite: make it radically faster to publish data you’ve already produced and already trust, without any model sitting between your source and what gets published. You remain the single source of truth. We just remove almost all the friction between you having the data and that data being live.

What’s new

Bulk Edit, online

The biggest single source of maintenance pain has been needing to touch funds one at a time. Bulk Edit changes that. From within the AssetQ portal, you can now mass update across multiple funds at once, selectively clone data from one fund profile to seed others, compare versions side by side, and publish in a single action.

It also surfaces something that used to require guesswork: which fields are mandatory, and which optional sections distributors are actually asking about most. Instead of updating everything uniformly, or nothing at all, you can see where attention is genuinely warranted and prioritise accordingly.

The AssetQ Excel Add-In

Most fund managers we work with already have some internal process for collating fund data, and very often that process lives in Excel — whether by design or by accumulated habit. Rather than asking you to abandon that and rebuild it inside our portal, the new Excel Add-In meets you where you are.

It supports pulling together your existing internal sources of fund data and gives you a straightforward file-based upload and publish mechanism directly into AssetQ. If Excel is already your system of record, it can now also be your system of update.

Custom integrations, for licensed clients

Not every fund manager’s situation maps neatly onto “use the portal” or “use the spreadsheet.” For licensed clients with a more particular setup, we’ll build a custom solution that sits wherever it needs to between those two scenarios.

The only real requirement on your side is having a systematic source for some — ideally most — of the information involved. If you’ve got that, even in a form you’re not sure is “integration-ready,” it’s worth a conversation.

Watch it in action

The video below walks through Bulk Edit and the Excel Add-In in detail — what the workflows actually look like, and how quickly a fund profile goes from “needs updating” to “published.”

If you have the data, we have the automation

Whatever reputation AssetQ may have had for being effortful to maintain, it’s one we’ve been actively dismantling, and these tools are the clearest evidence of that yet. None of it relies on AI inferring what your data should say. All of it relies on getting what you already know, already trust, and already maintain internally, published faster and more consistently than before.

Freshness isn’t a feature you bolt on at the end of a due diligence process — it’s what makes the rest of the process trustworthy. These tools exist to make staying current the easy option, not the deferred one.

If you’d like a walkthrough specific to how your fund data is currently organised, get in touch — sales@assetq.com or +44 (0)1273 741777.

AssetQ provides independent due diligence intelligence to over 600 distributor firms and 500+ manufacturer firms, covering 131,000+ funds and £4+Tn in client AUM.