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How to Build an AI Budget-Planning Optimizer for Your 2026 CAPEX Review: LangGraph, FastAPI, and n8n
https://towardsdatascience.com/how-to-build-an-ai-budget-planning-optimizer-for-your-2026-capex-review-langgraph-fastapi-and-n8n/(towardsdatascience.com)An AI agent for optimizing capital expenditure (CAPEX) budget planning is detailed, using an email-based interface for user requests. The system processes natural language requests, such as budget caps and sustainability investment targets, to find an optimal project portfolio. The technical architecture combines n8n for workflow orchestration, LangGraph to create a reasoning agent, and a FastAPI microservice that executes a linear programming model. This solution aims to automate complex decision-making for business leaders by maximizing ROI while respecting various financial and strategic constraints.
0 points•by will22•1 month ago