Which Nonprofit Reporting Tasks Are Worth Automating?

Someone on your team probably knows exactly how the monthly report gets made: which files to download, which columns to delete, which spreadsheet has the corrected program names, and which totals to check before anything goes to leadership. They may have the process down to a routine, but it still takes time, and someone else would struggle to pick it up if they were out. That’s a good place to look for automation.

You don’t need to automate every report or replace your systems. Start with the repetitive work that keeps people from reviewing the numbers and using them. The best candidates happen regularly, follow reasonably consistent rules, and have a clear purpose.

Pulling the same data every month

If reporting starts with downloading the same reports from your CRM, program database, or accounting system, look closely at those exports.

Depending on what your systems support, you may be able to schedule an export or connect the data directly to a reporting tool. That could save someone from logging into several systems, choosing the same filters, and moving files into the same folder every month.

Before automating it, write down what the report actually needs. Which records should be included? Which date matters? Do you need everything, or just records that have changed? Those choices determine whether the automated version produces the numbers your team expects.

Cleaning up the same things repeatedly

Maybe one system says “Youth Program” and another says “Youth Services.” Dates arrive in different formats. A location has to be assigned to a region before you can report on it.

When a correction follows an agreed rule, it’s often a good candidate for automation, because the rule gets applied the same way every time instead of depending on someone’s memory.

Some cleanup still needs a person. Two records with similar names aren’t necessarily the same participant, and an unusually large donation might be legitimate. For those cases, automation can flag the records for someone to review rather than making the call itself.

If the same problem keeps coming from the same form or system, fix it there too. Otherwise you’ll keep collecting information that needs repair.

Combining spreadsheets from different programs or locations

If each program sends in a spreadsheet and someone copies them all into a master file, there may be a useful opportunity here.

The first step is getting the files consistent enough to combine reliably. Agree on the required columns, what each field means, and how reporting periods are recorded.

You’ll also need to decide what happens when a file is missing or doesn’t match the expected format. A report that quietly leaves out a location can look complete when it isn’t.

Once the inputs are predictable, combining them gets much easier, and staff can spend their time on the exceptions instead of copying and pasting every row.

Checking for missing or questionable information

You can automate checks even if you’re not ready to automate the full report. For example, a process could flag:

• Attendance records without a participant ID.
• Possible duplicate records.
• Missing program or location assignments.
• Dates outside the reporting period.
• A sharp change in totals that deserves a closer look.

These checks give staff a shorter, more useful list to work through, and they help catch problems before someone spots them in a board meeting.

Be clear about what each flag means. A big change is a reason to investigate, not proof that the data is wrong.

Updating recurring reports

Monthly program summaries, quarterly board reports, and recurring grant reports can be good candidates when the underlying measures stay consistent. Automation can handle the repeated calculations and refresh the tables or charts, and staff can review the results, explain changes, and add context.

Before setting that up, agree on the definitions. Does “people served” mean unique people or total visits? Can someone appear in more than one program? Are you reporting by calendar year, fiscal year, or grant period? An automated report will repeat whatever logic you give it, so it’s worth settling these questions first.

For reports going outside the organization, keep a review step before anything is sent. The numbers can refresh correctly and still need an explanation.

What should wait?

Some reporting work needs more attention before it’s ready to automate.

A report whose requirements change every month may be expensive to maintain. A simple one-time request may be quicker to handle manually. And a report nobody uses deserves a conversation about whether it’s needed at all.

Pause, too, if staff disagree about what a measure means. Automating the calculation won’t settle that.

Interpretation also needs human judgment. A system can calculate that attendance fell, but figuring out whether that reflects transportation problems, a schedule change, incomplete records, or something else takes more investigation.

How to choose your first task

Look at the last report your team completed and ask where the time went. Then pick a recurring step and ask:

• How much staff time does it take?
• Are the rules clear enough to write down?
• How often does it need corrections?
• Who uses the result, and for what?
• Who will know if the automated process fails?

If you’d like to work through this with your team, try our free Reporting Health Check worksheet. Pick one report and spend about 10 minutes reviewing its sources, definitions, manual steps, and ownership. It can help you sort out what’s ready to automate and what needs attention first. No email required: fill it out on the page, then print it or save a PDF to keep your answers.

A small, predictable task makes a sensible first project. You could automate the monthly file consolidation while keeping your existing review process, or add a missing-data check before changing how the report is built.

Factor maintenance into the decision as well. Someone needs to own the process, respond when a connection breaks, and update it when a source system changes. The point is to give your team time back without creating a process nobody understands.

If reporting means repeating the same exports, cleanup, and spreadsheet work every month, Borrowed BI can help you figure out which steps are worth automating and what needs to be sorted out first.