Not every question deserves a permanent dashboard. Sometimes you need a one-off answer: "How did last month's campaign perform compared to the previous one?" or "Which product categories are growing fastest?" Ad-hoc reporting is for those moments.

What Ad-hoc Reporting Is

Ad-hoc reporting is analysis done for a specific, often one-time, question. You pull the data, analyse it, and deliver an answer. It's not built to run every week; it's built to answer "this" question now.

When to Use It

Use ad-hoc reporting when the question is specific, urgent, or exploratory. You're testing an idea, investigating a anomaly, or answering a stakeholder's question. Building a full dashboard for a question you might ask once doesn't make sense.

How It Differs From Regular Reporting

Regular reporting is recurring: the same metrics, the same format, on a schedule. Ad-hoc reporting is flexible: different data, different structure, as needed. Both are valuable; they serve different purposes.

What You Need

You need access to the right data, the ability to query or export it, and enough context to interpret the results. Sometimes a skilled analyst can turn a messy export into a clear answer in a few hours. That's the value of ad-hoc work.

When to Move to Regular Reporting

If the same ad-hoc question keeps coming up, it might be time to add it to your regular reporting. Ad-hoc work often reveals what should become a standard metric or dashboard. Use it to prioritise what to build next.

Ad-hoc reporting fills the gap between "we need an answer now" and "we need this every week." It's a practical way to get insights without overbuilding.