In almost every investment management firm that runs a manual reporting process, the same thing happens at the end of each reporting cycle. The data is in, the templates are ready, and the reporting team is waiting for commentary from the investment team. And waiting. And chasing. And waiting.
This is not a new problem. It is not unique to any type of firm or fund. And yet it persists across the industry, consistently, quarter after quarter. Understanding why it happens is the first step to fixing it.
Why commentary is always the last thing in
Fund managers and investment writers are not late with commentary because they do not care about client reporting. They are late because, from their perspective, writing commentary is a low-urgency task that keeps getting displaced by higher-urgency ones. A market event, a client meeting, a portfolio decision, an unexpected data question – all of these feel more pressing in the moment than writing about the last quarter.
The deadline also tends to feel softer than it actually is. The fund manager knows that the reporting team will chase, will accommodate, will find a way. The consequence of being a day late with commentary is an annoyed email from operations, not a client-facing incident. So the incentive to prioritise it is low.
The process problem
Beyond the incentive problem, there is often a process problem. Many firms still collect commentary manually through email – someone asks the fund manager to send their thoughts, the fund manager writes an email, operations copies the text into the report template. This approach is fragile, version-controlled by nothing, and entirely dependent on email flow and manual tracking.
The fund manager may write commentary in a style that needs significant editing before it is fit for a client report. They may submit different sections at different times, or misremember what they wrote last quarter and produce something inconsistent. None of this is tracked systematically.
What high-performing firms do differently
Firms that consistently produce commentary on time have usually made three changes.
First, they have moved commentary collection into a dedicated workflow tool – either within their reporting platform or a structured system that prompts, tracks and reminds. Commentary is entered in the system, so it is always in the right place and its status is always visible.
Second, they have made deadlines real. This typically means escalation paths: if commentary is not in by the agreed deadline, a senior stakeholder is notified automatically. When fund managers understand that missing the commentary deadline creates a visible problem for a senior stakeholder – rather than just annoying the operations team – their prioritisation changes.
Third, they have reduced the burden of writing from scratch. Structured commentary templates – prompts that ask specific questions about attribution, positioning changes and outlook – are much faster to complete than a blank page. Many fund managers who are notoriously late with commentary become reliable once the task is structured rather than open-ended.
The case for commentary workflow technology
Dedicated commentary management tools go further still. They can pre-populate templates with relevant data – performance figures, top contributors, attribution – so the fund manager is contextualising rather than recalling. They can carry forward consistent elements from the prior quarter for the manager to update. And they can route the commentary through a compliance review step before it is finalised, removing the risk of a fund manager’s first draft going straight into a client report without any oversight.
The honest conversation
Sometimes the root cause is simpler: the investment team does not regard timely client reporting as part of their job. In those firms, no process fix will fully solve the problem without a cultural change – which usually requires a senior leader to make clear that client reporting is a core obligation, not a back-office problem.
Frequently asked questions
How much time should a fund manager need to write quarterly commentary?
With a structured template and pre-populated data context, commentary should take considerably less time than starting from a blank page. If fund managers are regularly spending a significant portion of their day on commentary each cycle, the process is not well-designed – the template is too open-ended, the data support is insufficient, or they are writing from scratch each time. Remember the writers are generally writing for the quarter, not the last couple of days of the quarter. Writing can start well ahead of the reporting end date.
Can AI help with fund manager commentary?
AI can help generate first drafts based on performance data and attribution – essentially producing a structured starting point that the fund manager reviews, adjusts and approves. This is not appropriate for all contexts, and regulatory requirements around investment commentary need to be considered. But for funds where commentary is consistently late and consistently generic, AI-assisted drafts supervised by the investment team can improve both timeliness and consistency.
What is the right deadline for commentary in a quarterly reporting cycle?
Commentary should be due far enough in advance of the distribution deadline to allow time for compliance review, integration into the report template, a quality check, and the review and sign-off step – without any of those steps being compressed. Whatever that deadline is in your production schedule, it needs to be treated as a hard constraint, not a guideline. Modern reporting systems facilitate these steps in minutes, not hours or days.