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Cadenza — AI Grant Writing Platform
Self-learning AI platform for nonprofit grant writing
Project Summary
Cadenza revolutionizes grant writing for nonprofits through sophisticated AI automation. We architected the complete backend infrastructure that transforms weeks of manual grant writing into intelligent, automated processes completed in hours. Key innovation: a self-learning API system with Preventative Instructions (PIs) that learns from failures and prevents them from recurring without human intervention.
Our role: AI Architecture & Engineering
What We Did
- Self-learning Preventative Instruction (PI) system that cuts API failures without human intervention
- Grant report drafting reduced from weeks of manual work to hours
- Multi-tenant architecture built for many organizations working concurrently
- Multi-stage retrieval with LLM-generated metadata matching
Want this in your own workflow?
Tell us which process you'd start with. We map it, install the loop, and prove it before it widens.
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