Demo · 2027 open call

Agentic screening for the 4P impact metaframe

A philanthropic funder receives thousands of signals a quarter. This pipeline ingests them, scores each candidate against Planet, People, Peace and Progress, runs a diligence deep dive, links every claim into an evidence knowledge graph, and hands a one-page brief to a human reviewer.

Query the agent on one opportunity Blue carbon sub-theme demo

Planet

Protecting Planet

People

Uplifting Communities

Peace

Connecting People

Progress

Advancing Capabilities

  1. Step 1

    Data Ingestion

    Connector agent

    APIs, grants, patents, papers

  2. Step 2

    Scoring & Filtering

    Screening agent

    Evaluates against the 4P metaframe

  3. Step 3

    Deep Dive

    Diligence agent

    Financials, team, impact KPIs

  4. Step 4

    Evidence Graph

    Linkage agent

    Connects claims to source records

  5. Step 5

    Shortlist Rationale

    Briefing agent

    1-page brief to human reviewer

Run the pipeline to watch the four agents hand off to each other, then trace each shortlist rationale back through the evidence graph.