IntelliForecast — AI Spare Parts Demand Forecasting

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Showing 84 rowsTotal forecast: 4,524 unitsHigh risk SKUs: 4Avg accuracy: 87.3%

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Dealer	Brand	SKU	Part Name	Assembly	ABC	Method	Forecast Qty	vs Last Mo.	Reorder Qty	Safety Stock	Curr. Stock	Risk
Rajesh Auto Works DL001	Atlas Motors	ATL-003	Front Brake Pad	Brake Assy	A	ARIMA-LSTM	96	↑18.4%	110	29	38	High
Southern Motors DL002	Atlas Motors	ATL-001	Engine Oil Filter	Engine Assy	A	SARIMA	92	↑12.1%	106	28	37	High
Hill Top Service DL003	Vertex Auto	VTX-001	Engine Timing Belt	Engine Assy	A	SARIMA	106	↑15.3%	122	32	42	High
Metro Auto Hub DL005	SwiftTech	SWT-001	Fuel Injector Nozzle	Engine Assy	A	SARIMA	113	↑22.7%	130	34	45	High
Rajesh Auto Works DL001	Vertex Auto	VTX-003	Front Disc Brake Pad	Brake Assy	A	ARIMA-LSTM	75	↓2.1%	86	23	53	Medium
Southern Motors DL002	SwiftTech	SWT-002	Turbocharger Seal Kit	Engine Assy	A	XGBoost	108	↓4.2%	124	32	76	Medium
Desert Drive DL004	Atlas Motors	ATL-002	Air Filter Element	Engine Assy	A	XGBoost	101	↓4.2%	116	30	71	Medium
Metro Auto Hub DL005	Vertex Auto	VTX-002	Cabin Air Filter	Engine Assy	A	XGBoost	115	↓4.2%	132	35	81	Medium
Eastern Service DL006	SwiftTech	SWT-003	Hydraulic Pump Filter	Hydraulic Assy	A	ARIMA-LSTM	89	↓2.1%	102	27	62	Medium
Rajesh Auto Works DL001	Atlas Motors	ATL-001	Engine Oil Filter	Engine Assy	A	SARIMA	78	↑5.2%	90	23	101	Low
Rajesh Auto Works DL001	Atlas Motors	ATL-002	Air Filter Element	Engine Assy	A	XGBoost	115	↓3.1%	132	35	150	Low
Rajesh Auto Works DL001	Atlas Motors	ATL-004	Rear Shock Absorber	Suspension Assy	B	Croston	30	—0%	35	9	39	Low
Rajesh Auto Works DL001	Atlas Motors	ATL-005	Spark Plug Set	Engine Assy	B	SARIMA	39	↑2.1%	45	12	51	Low
Rajesh Auto Works DL001	Atlas Motors	ATL-006	Chain Kit	Suspension Assy	B	Ensemble	20	↑4.2%	23	6	26	Low
Rajesh Auto Works DL001	Atlas Motors	ATL-007	Clutch Plate	Engine Assy	C	Croston-SBA	6	↑6.3%	7	2	8	Low
Rajesh Auto Works DL001	Vertex Auto	VTX-001	Engine Timing Belt	Engine Assy	A	SARIMA	113	↑8.7%	130	34	147	Low
Rajesh Auto Works DL001	Vertex Auto	VTX-002	Cabin Air Filter	Engine Assy	A	XGBoost	94	↓4.2%	108	28	122	Low
Rajesh Auto Works DL001	Vertex Auto	VTX-004	Radiator Cap	Cooling Assy	B	Croston	37	—0%	43	11	48	Low
Rajesh Auto Works DL001	Vertex Auto	VTX-005	Gearbox Oil Seal	Transmission Assy	B	SARIMA	18	↑2.1%	21	5	23	Low
Rajesh Auto Works DL001	Vertex Auto	VTX-006	Coolant Hose Upper	Cooling Assy	B	Ensemble	27	↑4.2%	31	8	35	Low
Rajesh Auto Works DL001	Vertex Auto	VTX-007	Transmission Filter	Transmission Assy	C	Croston-SBA	6	↑6.3%	7	2	8	Low
Southern Motors DL002	Atlas Motors	ATL-002	Air Filter Element	Engine Assy	A	XGBoost	73	↓4.2%	84	22	95	Low
Southern Motors DL002	Atlas Motors	ATL-003	Front Brake Pad	Brake Assy	A	ARIMA-LSTM	110	↓2.1%	126	33	143	Low
Southern Motors DL002	Atlas Motors	ATL-004	Rear Shock Absorber	Suspension Assy	B	Croston	44	—0%	51	13	57	Low
Southern Motors DL002	Atlas Motors	ATL-005	Spark Plug Set	Engine Assy	B	SARIMA	25	↑2.1%	29	8	33	Low

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