JasonAlanJames/jppmsolutions-ai-business-ops-agent
LangGraph-powered AI business operations agent for JPPM Solutions that answers customer questions, routes inquiries across subsidiaries, triages email, drafts replies, and requires human approval before sending.
SUMMARY AI summary by gpt-5-mini
JPPM Solutions AI Business Operations Agent is an enterprise-grade platform for automating business email triage and draft-response workflows across multiple brands. It ingests company and brand knowledge into a Chroma vector store and uses LangChain/LangGraph and OpenAI LLMs to classify inbound emails, route inquiries to the appropriate subsidiary, retrieve contextual knowledge (RAG), and generate brand-aware reply drafts. Outbound actions require human-in-the-loop approval; the system creates Gmail drafts but never auto-sends, and records audit logs. Implemented in Python with FastAPI, Gmail API integration, stateful LangGraph workflows, and tests for classification, RAG reply generation, and approval flows. Intended for operators and developers managing multi-brand customer communications with enterprise safety and governance.
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Owner
Full Stack Developer at USA Marketing NOW.
Dates
| Created on GitHub | 2026-05-04 |
| Last push | 2026-05-09 |
| First seen here | 2026-05-09 |
| Last fetched | 2026-05-09 18:14 |
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