09 · AI Strategy
AI assists — it doesn't decide.
"Automation before AI, AI only where measurable value exists." A human reviewer stays in the loop for anything that commits funding or confirms identity.
MVP
Document Verification
OCR, forgery flags, missing-doc detection. Powers the core sequencing logic.
MVP
Application Summary
Generates a one-page summary in place of twenty documents.
Stage 2+
Student Assessment
Scores eligibility to speed up triage — human sign-off required.
Stage 2+
Scholarship Match
Recommends relevant scholarships against a student profile.
Stage 2+
Fraud Detection
Duplicate & inconsistent applications flagged for review.
Stage 2+
Impact Reports
Auto-generates CSR-facing impact reports from disbursement data.
Human-in-the-loop guarantees
- Every funding commitment is confirmed by a named reviewer.
- Identity verification decisions never rely on AI alone.
- AI confidence scores are surfaced to reviewers, not hidden.
- Manual overrides are logged and reviewed quarterly.