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판매 예측 최적화

{:__('collect %s',판매 예측 최적화)}

과거 데이터를 기반으로 판매 예측 모델 최적화

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As a retail business analyst, please construct a comprehensive sales forecasting plan based on the provided sales records from the past twelve months, the seasonal promotional calendar, and the current market trend report. You need to identify key sales drivers, evaluate the specific impact of promotional activities on sales volume, and consider how macroeconomic indicators might interfere with consumer purchasing power. The final output should include a sales revenue forecast range for the next three months, inventory turnover recommendations, and restocking strategies for high-risk SKUs, ensuring the plan is actionable and aligns with cost control requirements.

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소매 비즈니스 분석가로서 지난 12개월간의 판매 기록, 계절별 프로모션 캘린더 및 현재 시장 동향 보고서를 기반으로 포괄적인 판매 예측 계획을 수립하십시오. 주요 판매 동인을 식별하고, 프로모션 활동이 판매량에 미치는 구체적인 영향을 평가하며, 거시경제 지표가 소비자 구매력에 미칠 잠재적 영향을 고려해야 합니다. 최종 출력에는 향후 3개월간의 매출액 예측 범위, 재고 회전율 권장 사항 및 고위험 SKU에 대한 재고 보충 전략이 포함되어야 하며, 계획이 실행 가능하고 비용 관리 요구 사항과 일치하는지 확인하십시오.

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