AI-assisted compliance platform — client project
Grant Automation Platform
A Next.js platform built for a grant-consultancy client to scale their workflow with AI copilots — human-led, grounded in retrieval of the client’s own authoritative documents, with strict format/compliance rules and explicit prompt-injection defenses.
A strong case study should explain the workflow, the constraints, and the product judgment behind the interface.
Primary metric
Active build-out
Product maturity
2/3 shipped signals
Role
Platform architecture, retrieval/AI-safety design, and compliance-rule implementation.
Challenge
Grant writing is compliance-heavy and portal-specific — file types, size caps, exact templates — and an AI copilot that hallucinates a requirement or ingests injected instructions from a source document is worse than no copilot.
Approach
AI assists a human-led workflow instead of replacing it: retrieval grounded in the client’s real grant documents, portal-specific submission constraints enforced in code, a client database, and one shared tracking workbook as the source of truth.
Impact
Scales consultant capacity without loosening the compliance bar that makes a submission fundable.
Product snapshot
Grant Automation Platform
Product snapshot
A path to handling more clients per consultant without loosening the compliance bar that makes a submission fundable.
Highlights
- Document-grounded retrieval
- Prompt-injection defenses
- Portal-specific compliance rules