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Pipeline Integrity & Admin
Real-time agentic pipeline for summarizing financial documentation. 90% manual work reduction.
Python
DeepSeek
OpenAI Agents SDK
FastAPI
Firestore
The problem it solves
An investment analyst spends 9 out of 10 hours reading and summarizing financial documents instead of finding the next deal. Sterling Angels processes documents in minutes instead of days — turning analysts from readers into decision-makers.
Architecture
→
Webhook ingestion → chunking → vector embedding
→
Directed graph of specialized sub-agents
→
Classifier → Extractor → Summarizer → Reviewer
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DeepSeek structured output parsing per agent
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90% manual work reduction achieved
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View on GitHub →
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INDRADEV_ — Agentic Systems
© 2026 indradev_ — AI Systems Architect, Kraków, EU