All initiatives
Initiative
ChatMnE
An AI-native MEL companion that turns programmatic conversations into structured learning.
ChatMnE is our flagship MEL tool. It captures field conversations, structures them against a program's indicator framework, and surfaces what's working — without forcing teams to fill another form.
ChatMnE is built for organisations that have outgrown spreadsheets but don't want to be locked into a heavy MEL stack. It plays nicely with WhatsApp, surfaces patterns automatically, and keeps humans in the loop on what to do next.