AI Supply Chain Optimization

AI optimizes supply chains by predicting demand and identifying disruptions early.

python
from openai import OpenAI
client = OpenAI()
def predict_supply_risk(supplier_data: dict) -> dict:
    r = client.chat.completions.create(
        model="gpt-4o",
        messages=[{"role":"system","content":"Analyze supply chain risk factors."},{"role":"user","content":str(supplier_data)}]
    )
    return {"risk_assessment": r.choices[0].message.content}

Applications: demand forecasting, supplier risk, inventory optimization.