A few weeks ago I sent a short note to NPO leaders. Year end is when funder reports, compliance and next year's plans all land at once, I wrote, so how is your team approaching it this year? One director replied within a day, and her answer has stayed with me.
Her team, she wrote, was getting through it with "a whole lot of faith and ChatGPT." Their impact reports are always a struggle, because nothing captures the work as it happens. They are so busy doing the work that they forget to write down what they have done.
I have left out her name and anything that could identify her organisation. But I doubt she is alone.
Two jobs, one team
Every programme runs two jobs at once. One is the work itself: the sessions, the visits, the meals, the referrals. The other is recording it: who came, what happened, what changed. The first job has a deadline every day. The second has a deadline once a year. So the second job waits, and by December it has become archaeology. Teams dig through WhatsApp threads, attendance sheets and memory to reconstruct a year they lived through but never wrote down.
What AI can and cannot do
I understand the appeal of the chatbot. Faced with a blank report and a deadline, a tool that writes fluent paragraphs in seconds feels like rescue. For part of the job it is genuinely useful. It can structure a report, tighten the language and turn rough notes into readable prose. What it cannot do is remember a session nobody logged, or count participants nobody recorded. Give it thin evidence and it returns a polished report built on thin evidence. The writing improves. The record underneath it does not. Funders read a great many reports, and they are getting better at telling a confident narrative from a documented one.
The pattern in the data
This is not one organisation's problem. Across the more than 430 organisations that have taken our free NGO Readiness Assessment, evidence, data and storytelling is one of the two lowest scoring of the five pillars, while mission clarity scores highest. NPOs know exactly why they exist. What they struggle to show is what changed because of it. It is the same gap I wrote about in Fine With Our Spreadsheets: the work is strong, and showing it is where most fall short.
Small and daily beats big and annual
The fix is less dramatic than a heroic reporting season. It is a set of habits, four of them. Log each activity on the day it happens, while the detail is fresh, even if the entry is two lines. Choose a handful of indicators for each programme and record the same ones every time, so the numbers add up rather than starting over. Keep the evidence in one place: the photos, attendance lists and feedback forms that prove the numbers. And look at what you have captured once a month, so the gaps show up in March rather than in December.
None of these needs a large budget. All of them need a system that makes recording quicker than skipping it, because a habit that costs more effort than the work it records will not survive a busy week.
Where Alleviate fits
This is the problem we built Alleviate around. Activities and outcomes are captured as the work happens, against the indicators you choose, with the evidence stored alongside them. When report season arrives, the report draws on a record you have kept all year rather than on memory. Faith is still welcome. It just should not be doing the counting.
Start this week
If your year end report is already looming, do not wait for January to fix the system. Pick one programme, choose three indicators and start logging this week. If you would like to see where your evidence stands first, the free NGO Readiness Assessment at readiness.alleviate.org takes one sitting and shows which of the five pillars to strengthen first.
Over to you
How does your team capture what it did, as it happens? And if the honest answer is that it mostly does not, what gets in the way? Tell me in the comments on LinkedIn, or write to me at lisa at alleviate.org.
Lisa Attoh is Regional Director, Africa at Alleviate Technologies. She works with NPO leaders, and with the accountants and advisors who serve them, across Southern Africa.
