All AI services

Impact Framework Assistant

Available nowNonprofit

Define impact before you claim it.

Builds theory-of-change and impact measurement frameworks from your programme logic. It measures nothing, and every indicator is a definition awaiting real data.

Hi — I'm your impact framework assistant. Define impact before you claim it.

Tell me what you're working on and I'll take it from there. If I need a couple of details to do it properly, I'll ask.

For example:

  • Define a measurement framework for a programme
  • Prepare an impact reporting structure for funders

How to use this product

What it does

Builds theory-of-change and impact measurement frameworks from your programme logic. It measures nothing, and every indicator is a definition awaiting real data.

When to use it

Use it when you need: define a measurement framework for a programme

Expected inputs

  • · Programme logic, beneficiaries and goals (required)
  • · File upload (optional) — text/plain, text/markdown, text/csv, application/json, application/pdf, up to 8 MB

Expected outputs

  • · Draft: formatted text — Produce the document from the material you supply.
  • · Review: formatted text — Review and improve material you already have.
What it can do
  • · Theory of change
  • · Indicator definitions
  • · Data collection plans
  • · Reporting structure
Access and pricing
AccessFree trial
PricingCommercial plans coming soon
Sign-upNot required to try
Your work historyKept in this browser
Technical details
ExecutionInteractive
ProviderLovable AI Gateway
Modelgoogle/gemini-3.6-flash
Commercial priorityP3 · Vertical
Payment railNot connected
DeliveryGuest execution access

Use cases

Define a measurement framework for a programme

Prepare an impact reporting structure for funders

Related products