CONTROL
Welcome to the Final phase of a DMAIC Project.
The CONTROL phase is the conclusion of the team's journey. The GB/BB is responsible for a solid handoff to the Process Owner to ensure the gains are maintained. The final capability is determined and the closing performance and all related changes are documented on the closing contract.
Rewarding the team and stakeholders is important because they not only deserve it but to leave on a final positive note and establish credibility for the GB/BB and the company's Six Sigma program.
This phase is not as statistically intensive as the MEASURE, ANALYZE, and IMPROVE phases.
NOTE:
There can not be enough emphasis placed on the importance of devoting the same high level of energy and committment throughout this phase. Complacency and anxiety can set in for the sake of bringing closure and receiving some form of credit or bonus, etc. This can result in the process reverting to the former performance levels and loss of some or all of the gains. In addition, the Six Sigma program and the GB/BB lose credibility.
One of the most common complaints of projects are that they are the "flavor of the month" and this "fad will pass". Rigorous follow-up and corrective action with comprehensive yet simple documentation can increase the likelihood that the gains are sustained.
The GB/BB should also make recommendations to upper management or a MBB for future project recommendations to further improve process performance. These can lead to new Six Sigma projects or Kaizen Events.
Below are a list of tools commonly used in this phase.
SPC Charts
Assessing Final Process Capability
Total Productive Maintenance (TPM)
Revised FMEA
Mistake Proofing
Control Plan
Verify Financial Savings
and finally.....close out the Project Contract!
Recalculating Control Limits
At the end of the improvements it may be warranted to calculate new process control limits and make these limits the triggers for corrective and preventive action.
If the three questions below can be answered YES then recalculate the control limits of the process and use them on the SPC charts and document them on the Control Plan for future monitoring.
Is the data statistically different from BEFORE and AFTER?
Are the reasons for the change understood and favorable?
Is the AFTER behavior expected to represent the future performance in the longer term?
If you can not answer YES to all of the above criteria then the Process Owner should have a guide in the Control Plan that identifies corrective action and ideas for the special causes (assignable causes). The process is probably not mature or in enough control to use recalculated control limits.
Process control should be done before assessing final process capability.
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