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It’s all about leverage
How does management get
 leverage on the system.
Work Harder?
Push
Work Smarter?
Push Harder?
Change the System!
  Push Harder?
How Does This Play Out in the
          Plant?
Better Operator Tools
Islands of Information
And, at the end of the day?
Computerized Information is better,
            BUT…..
Data Automation Shows the
      Process, But…



  Floor

                  Manager View
Operator Stuck in the Same Spot
Skills and Tools for
Effective Management




Floor           Manager View
Boxplots for Mulitple Processes
Management Needs to Understand
         the System
 1. Convince employees that data is important. Show
 them you are really using it!! This may be the only best
 way to minimizing gaming of data.

 2. Visualize the system with graphical representations of
 process data.

 3. Understand the system with statistical knowledge.

 4. Have the ability to instantly compare and study the
 necessary data.
Case – Managing
Co-Producer Conformance 1

  H                          2
      G
          F E
                D                3
                 C           4
                  B
                   A         5
   ACME
            William Palmer
Track ODs With SPC Database

                   C        B

                                A

DB
      ACME
               ACME QA
           William Palmer
Co-Producer Period Flavor Report




             William Palmer
Period Moisture Report




      William Palmer
Capability Trending




       William Palmer
One Period Process Stability




            William Palmer
The Leverage Point




      William Palmer
Set Up Production Information
          System.
Analytics and Rationalized Data
                  Sources

Statistical Visualization   Relational   Statistical Visualization
and Analysis Software       Database     and Analysis Software




           Floor                         Manager View
Common SPC Analytics Mistake
Assumption: What’s important is the
operator seeing the real time process.

Mistake: Choosing software based on
whether or not the operator will be able to
see the real time process.

NEWS FLASH: ALL SPC software does
that!
A Common Start-Up Mistake
Mistake: Setting up data sources that
focus primarily on the needs of the floor
user.
Problem: The Manager Summary
Reporting tools may be “too inconvenient”
to use, and therefore will be underutilized.

Quite often it is convenient to set up systems to look at a
specific process. The big ROI down the road might be
from comparing processes.
Barriers to Managerial Understanding

Statistical Visualization    Excel         Statistical Visualization
and Analysis Software                      and Analysis Software
                                     CSV

                            Access
                                     ERP




                                           Manager View
Rationalize What You Have


Statistical Visualization    Excel         Statistical Visualization
and Analysis Software                      and Analysis Software
                                     CSV

                            Access
                                     ERP




                                           Manager View
Centralized Database


Statistical Visualization          Statistical Visualization
and Analysis Software              and Analysis Software




                                  Manager View
Centralized Database
Advantage: Data is relatively easy to query. Data
that is easy to query, gets queried.
Disadvantage: All data must go through the Central
Database, so, either all data must be written there, or
special utilities must be developed to route data to
the Central Database.

Disadvantage: You may be limited to the reporting
technology that was developed for the Central
Database, thereby reducing reporting options.
Decentralized Data Source
Advantage: Data is also relatively easy to query. Data
that is easy to query, gets queried.

Advantage: Data or reference information remains in
already convenient locations.
Disadvantage: Some work needs to be done to relate
the data sources to minimize barriers to reporting.

*Advantage: Easier to take advantage of reporting
advances created by 3rd party vendors.
3rd Party Reporting Can Help


        Supplier   ERP
Other
 Dbs                     SQL Server
                         Quality              Other
                          DB       Controls    DB
                                     DB
Combine Databases for Leverage


        Supplier   ERP
Other
 Dbs                     SQL Server
                         Quality              Other
                          DB       Controls    DB
                                     DB
Bill Palmer
 Palmer Consulting
bpalmer999@yahoo.com
Effective data driven production decision making systems

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Effective data driven production decision making systems