Maahir M&E

AI that answers M&E questions.

Ten AI capabilities built into the workflow, from drafting a survey in seconds to checking a photo against a compliance checklist.

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Executive overviewOctober 2026
Enrolled
18,240
of 20,900 target
Completion
87%
target 85%
Placement
62%
target 60%
At risk
18
institutes
Punjab · Batch 392%
Sindh · Skills of Tomorrow74%
Punjab · Takamol58%

Executive overview · October 2026

Surveys from a description

Describe it and AI drafts it. Or hand over a CSV, a PDF questionnaire or a list of indicators.

Ask your data

Show me which districts fell below target and compare with last month. You get a chart, the numbers, and the caveat about what is missing.

Verification that sees

Upload a photo of a lab or an equipment list and AI checks it against the standard and flags what does not match.

How it works

Describe or upload

A sentence, a CSV, a PDF, or a list of indicators.

AI drafts

Questions, logic, validation, translations, indicator mapping.

You review

Everything is a draft until you say otherwise.

Publish

To the app, a link, or the API.

How this compares

Capability
KoboToolbox
SurveyCTO
CommCare
Maahir M&E
AI survey generation
No
No
No
No
Natural-language querying of your data
No
No
No
No
Photo compliance verification
No
No
No
No
Voice-to-form
No
No
No
No

Bring your own key, or run the model yourself. We never charge you for AI running on your own infrastructure.

Next

Data collectionForms that work in the field on any device, with or without a network, and every field captured exactly as you defined it.Case managementCase management is not an add-on here. Entities, panels, waves and attrition are part of the data model from day one.Indicators and logframeBuild your results framework and logframe, define indicators with baselines and targets, and let the numbers arrive on their own.
A census enumerator in Bangladesh holding the tablet they collect household data on
Every record starts with one person and one tablet.
The programme being measured: a classroom in Padang.
Two apprentices at a bench in a vocational training workshop while an instructor points at a checklist on the wall
The bench a monitoring visit checks.
A field data collector outside a rural concrete school building, working through a checklist on a tablet
Collecting it with no signal, outside a village school.

Start with one project

It is free, and your data stays yours. Bring one programme across and see how much faster the next report takes.

Start free

No card, no countdown, and your data stays yours.