Predictive Theory of Change Engine

Document Intake

Paste proposal, research, or assessment text Upload document

Text files are read directly. For PDF, DOC, or DOCX, paste extracted text unless a document parser is added.

Ready to map document 0%

Upload or paste a document, then click Analyze Document.

Predictive Statement

Add or test one statement

Optional current level

Source note

The engine uses transparent rules and scoring to predict placement. It helps triage logic and evidence; teams should still confirm findings with sector experts and local stakeholders.

Extracted Statements

Assessment Dashboard

AI layer ready after Cloudflare API key configuration.

AI Evidence-Informed Assessment

Problem Tree Landscape

90%

Dashed and weak areas indicate missing links, low evidence, or statements that should be validated with stronger sources.

Predictive Theory of Change Engine

Assessment Dashboard

AI Evidence-Informed Assessment

Problem Tree Landscape

Solution Tree

Predictive Solution Mapping

Predictive Statement Classification Matrix

Evidence Reliability and Integrity Testing

Best Sources to Check

Pathway Validation