QRM Results Quantified

What numbers can you expect?

Empirical results gathered for Cost Reduction as a result of Lead Time Reduction

Project #
Lead Time
(% Reduction)
Overal Cost
(% Reduction)
1 36.0 36.0
2 39.0 2.0
3 54.5 18.0
4 57.1 13.0
5 60.0 16.9
6 79.0 49.0
7 80.0 32.0
8 85.6 33.0
9 86.7 16.5
10 88.0 13.1
11 92.9 28.0
12 93.8 40.0
Tubino, Francisco; Suri, Rajan (2000). "What Kind of 'Numbers' can a Company Expect After Implementing Quick Response Manufacturing? Empirical data from several projects on Lead Time Reduction." From Quick Response Manufacturing 2000 Conference Proceedings, R. Suri (Ed.), Society of Manufacturing Engineers Press, Dearborn, MI, 2000, pages 943-972.

QRM’s impact on the bottom line

Commodity MCT (in days) % MCT Reduction % On-time Delivery As-delivered PPM % Cost Reduction
Before After Before After Before After
Blades 15 2 87 74 97 4,500 300 11
Knives 104 15 86 40 88 12,000 1,500 22
Hydraulic Valves 141 10 93 40 98 50,000 1,500 14
Hydraulic Motors 42 18 57 40 97 15,000 500 20
Wiring Harnesses 32 2 94 43 99 3,000 500 20
Seat Assemblies 25 5 80 40 95 50,000 500 16
Machined Parts 22 10 56 99 99 300 300 12
Circuit Boards 25 16 36 99 100 3,164 14 17
Ericksen, Paul; Suri, Rajan (2001). “Managing the Extended Enterprise”. Purchasing Today 12 (2).
MCT = Manufacturing Time Cycle
PPM = Quality in Part Per Million Defects

MCT Reduction and Cost

MCT Reduction Inventory Savings Production Cost Savings Total Gross Savings
Company 1 17% $69,041 $18,581 $87,622
Company 2 45% $45,300 $2,015 $47,315
Company 3 29% $218,743 $70,010 $288,753
Company 4 45% $2,574 $3,880 $6,454
Company 5 73% $69,476 $27,519 $96,995
Company 6 11% 6,650 $7,830 $14,480
Company 7 53% $188,497 389,988 $578,485
Company 8 13% $646 $656 $1302
Company 9 22% $3,022 $3,127 $6,149
Company 10 82% $171,696 $(3,485) $168,211
Company 11 54% $11,194 $322 $11,516
Company 12 79% $258,663 $387,363 $646,026
Company 13 39% $1,358 $381 $1,739
Hayner, Andy (2011). “Realizing Business Impact Through Time-driven Continuous Improvement, Wisconsin Manufacturing Extension Partnership (WMEP)” From Quick Response Manufacturing 2011 Conference Proceedings, A. Krishnamurthy (Ed.)