Design the field form and the office review together
We start with a real activity form and the report it contributes to. Staff help identify required fields, attachments, and the checks that should happen before a submission is accepted. Mobile layouts need to work for the person collecting the information.
The office view can show missing submissions, records needing clarification, and review status. Where beneficiary records are involved, we agree access and the information that needs to be retained. Connectivity requirements are assessed before promising offline behavior.
Build reports from agreed definitions
Monitoring and evaluation dashboards need consistent definitions of activities, participants, and reporting periods. We map those definitions to fields and validation rules, then compare sample outputs with the reports your team already prepares.
Donor reporting can include structured exports, evidence attachments, and review steps. AI-assisted drafting is an optional part of this workflow: it should use approved records and leave publication decisions with the responsible person.