FinanSEAL

$ project_created --date 11/5/2025
Yee Fei Ooi
Yee Fei Ooi
$ author --role project_creator

$ cat project_description.md

FinanSEAL stops SMEs from drowning in financial admin; we teach their software to think, talk, and take action. For this hackathon, we built the CogniClerk AI Co-Pilot, a new proactive intelligence layer for our platform. Instead of just processing documents, CogniClerk validates, enriches, and analyzes them in real-time. Key Features Demoed: Proactive Enrichment: When an invoice is uploaded, our agent uses a knowledge graph (ApertureDB) and persistent memory (MemVerge) to detect missing data (like a PO number). It then proactively notifies the user in our chat UI to get the missing information, ensuring records are always complete. Conversational BI (Graph RAG): Business owners can ask complex questions like, "Have any of my vendors increased their prices recently?" Our agent traverses the ApertureDB knowledge graph to instantly provide data-driven answers that are impossible with traditional databases.

$ tech_stack --list

Cometlangchainawsbedrockvercelsupabasedspy

$ project_links --show

$ event_source --show

AWS AI Hack Day Micro Conference
AWS AI Hack Day Micro Conference
11/4/2025
AWS GenAI Loft, 525 Market St, San Francisco, CA 94105, USA