Alibaba Cloud Developer

Jul 7, 2025 · Artificial Intelligence

How AI and Machine Learning Transform Investment Budget Forecasting

Based on a public‑cloud client’s real‑world project, this article details how combining AI large‑model prompting with machine‑learning techniques—first pure large‑model forecasts, then local weighted linear regression, and finally XGBoost—enables automated, accurate investment budget prediction and allocation, reducing analyst workload and scaling to millions of daily calls.