지속 가능한 성장을 위한 통합 다변량 예산 예측 모델

You are tasked with creating an integrative multivariate budget forecasting model tailored for [companyName] targeting the [targetMarket] market segment over the next [forecastTimeframe]. Your approach must include:
1. Identification and weighting of at least five key internal financial metrics including but not limited to revenue streams, cost centers, cash flow variability, and historical budget accuracy.
2. Incorporation of external economic indicators such as inflation rates, competitor budget trends, and sector-specific growth rates relevant to [targetMarket].
3. Analysis of potential risk factors impacting budget stability, including market volatility and regulatory changes.
4. Design of scenario-based forecasting reflecting optimistic, pessimistic, and baseline market conditions.
5. Integration of sustainability criteria reflecting long-term resource allocation and environmental considerations.
6. Application of advanced statistical techniques or machine learning algorithms for predictive accuracy.
7. Development of an adaptable framework allowing periodic recalibration and real-time data integration.
8. Presentation of results in a comprehensive report outlining budget allocations, justifications, and recommendations for proactive budget adjustments.
Ensure your model can be updated quarterly and aligns with strategic growth objectives. Deliver a summary matrix highlighting budget forecast variations across scenarios.