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Six Sigma Control Phase

Six Sigma Control Phase β€” A Deep-Dive Course
SIX SIGMA Β· DMAIC

The Control Phase, deep-dive course

Lock in the gains: SPC, standard work, response plans, hand-off to the process owner, closure, and replication β€” worked through the same mid-sized IT Service Desk project.

πŸ“ DMAIC step 5 of 5πŸ” C = Control & Continue
SPC control charts Standard work TPM & Lean tools Hand-off & closure Replication Control game 20-question quiz
01 Β· Overview

What is the Control phase?

Improve proved the fix works in a pilot. Control makes sure it keeps working after the project team walks away: the new process is documented, monitored, owned, and protected against slipping back to the old way.

The β€œC” means two things

Control β€” hold the gains with SPC, standard work, and response plans. Continue β€” keep improving and spread what worked to other teams. A project is not β€œdone” at go-live; it is handed to an owner who keeps the loop running.

Document

Capture the improved process as standard work so everyone does it the same way.

Monitor

Track the vital few measures on control charts with a response plan for signals.

Hand off & replicate

Transfer ownership, close the project, and look for other places to reuse the fix.

Where the Service Desk Project stands

  • Define: tickets took far too long to resolve (baseline 3.6 days vs. a 1-day SLA).
  • Measure: a validated measurement system (Gage R&R 4%) and a right-skewed baseline.
  • Analyze: vital X's confirmed β€” queue wait time, ticket category, and the auto-routing Γ— training interaction (86 β†’ 42 hours in the DOE).
  • Improve: bundle of auto-routing, triage training, staffing realignment, and a poka-yoke ticket form, piloted and validated.
  • Control (now): the new process averages about 40 hours. Control keeps it there β€” and β€œContinue” pushes on toward the 24-hour SLA.
02 Β· Why it matters

The importance of the Control phase

Without controls, processes drift. People revert to habits, new staff learn the old way, and the improvement quietly decays. Drag the slider to see what happens over a year.

Average resolution time (hours) by month
With control plan Without control (drift back)
Without ControlWith Control
Gains erode within monthsGains are locked in and measured
Knowledge lives in a few headsStandard work and SOPs anyone can follow
Problems found by customersSignals caught early by control charts
Project β€œends” and no one owns resultsNamed process owner with a response plan
Wins stay in one teamReplicated to similar processes
03 Β· Walkthrough

From Improved Process to Sustained Result

1

Document the improved process

Write standard work, SOPs, and update the process map for the new routing, triage, and form.

2

Build mistake-proofing & visual management

Lock in poka-yoke controls and put queue boards where the team sees them every day.

3

Establish SPC and the monitoring plan

Control charts on average resolution time, reopen rate, and CSAT, with a response plan for each signal.

4

Train people and run the communication plan

Everyone who touches the process is trained; stakeholders hear what changed and why.

5

Transition to the process owner

The service desk manager accepts ownership, documents, dashboards, and the response plan.

6

Verify results and close the project

Confirm benefits with Finance, hold the final gate review, and archive lessons learned.

7

Replicate and continue

Share the solution with other support teams and feed new ideas into kaizen.

04 Β· Core components

Core Components and Activities

Tap each component to open it. Together they form the control system.

Statistical Process Control (SPC)

Control charts separate normal variation from real signals so the team reacts only when something truly changed.

IT example: a daily chart of average resolution time with control limits.

Standard Operating Procedures (SOPs)

Step-by-step written instructions for the improved process, with owners and versions.

IT example: β€œHow to triage and route a new ticket” in the knowledge base.

Mistake-Proofing (Poka-Yoke)

Controls that make errors impossible or instantly visible so quality does not rely on memory.

IT example: locked category dropdown and required fields on the ticket form.

Response and Escalation Plans

What to do, who does it, and how fast when a control signal appears.

IT example: a point above the upper limit triggers a same-day review by the shift lead.

Personnel Training and Hand-Off

Everyone who runs the process is trained, and the process owner formally accepts the results.

IT example: triage refresher in onboarding plus a signed hand-off checklist.

Process Audits and Visual Management

Scheduled checks that the process is followed, plus boards and signals that make status visible at a glance.

IT example: monthly SOP audit and a wall dashboard of queue age.

05 Β· Statistical Process Control

SPC: Common vs. Special Causes

SPC assumes every process varies. The question is whether the variation is normal noise or a signal worth acting on.

Common (chance) causes

Always present, many small sources, predictable pattern. Points stay inside the limits. Fix: improve the system β€” don't tamper day to day.

Special (assignable) causes

Unusual events from specific sources. Points outside limits or non-random patterns. Fix: find and remove the specific cause.

Try it: sort the causes

Tap a cause, then tap the bucket it belongs in.

Common cause

Special cause

0 of 8 sorted correctly.

Interactive control chart

Daily average resolution time after the Improve rollout. Pick a scenario, then add your own data point with the slider.

In control Signal Center / limits
Signal ruleWhat it looks likeLikely meaning
Beyond a limitOne point above UCL or below LCLSpecial cause event
Run / shift7 points in a row on one side of centerProcess mean has moved
Trend6 points steadily rising or fallingGradual drift (wear, backlog)
Chart typeDataService Desk use
X-bar & RContinuous, subgroupsAverage resolution time per day
Individuals (I-MR)Continuous, one value at a timeWeekly CSAT score
p chartProportion defective% of tickets reopened
c / u chartCount of defectsMisrouted tickets per day
06 Β· Tools of the Control phase

Control Tools: SPC, TPM, Visual Factory, and Lean

The most common tools are SPC, Total Productive Maintenance, Visual Factory, and the Lean tools β€” 5S, Kanban, Kaizen, and Poka-yoke. Tap a tool.

Total Productive Maintenance (TPM)

TPM is the systematic execution of maintenance by all employees through small-group activities. It seeks to reshape the organization to make full use of its own potential.

↑Team morale
↓Manufacturing cost
↑Equipment durability
↓Accidents
↑Customer satisfaction
↑Productivity

TPM in an IT service desk

Agents own the health of their own tools: they report slow systems early, run weekly checks on the ticketing platform and routing rules, and fix small issues themselves β€” so the process doesn't break at the worst moment.

07 Β· Deliverable: Document the improved process

Documentation, Standard Work, Visual Management

Documentation

Process map, SOPs, training guides, and the control plan β€” kept current and easy to find.

Standard Work

The best-known way to do the work, with steps, sequence, and timing so results are repeatable.

Visual Management Checklist

20 questions that test whether abnormal conditions are obvious at a glance.

Standard work for β€œTriage and route a ticket”

#StepTargetKey point
1Review auto-assigned category1 minConfirm; override only with reason
2Check priority and asset tag1 minForm blocks missing fields
3Route to specialist queue2 minUse rules-engine suggestion
4Send acknowledgement1 minUse approved template
5Log exceptionsAs neededFeeds weekly kaizen review

Mini visual-management audit

A quick six-question taste of the full 20-question checklist. Tick what is true for your team.

0 of 6 β€” start ticking to see your score.
08 Β· Monitoring and response

Monitoring Plan and Response Plan

A monitoring plan says what to watch, how often, and who watches. A response plan says what happens when a signal appears.

MeasureChartFrequencyOwner
Avg resolution time (Y)X-bar & RDailyShift lead
Queue wait time (vital X)IndividualsDailyQueue manager
Reopened ticketsp chartWeeklyQuality analyst
CSAT scoreI-MRWeeklyDesk manager

Try it: what happens when a signal fires?

Quick wins and visual boards

Before hand-off, the team inventories its quick wins, visual boards, and other value-adding techniques, and considers what might work for another team.

09 Β· Maintaining control

Maintaining Control and Sustaining Improvements

Maintaining control

  • Control charts reviewed on schedule
  • Response plan followed for every signal
  • Periodic process audits
  • Poka-yoke controls checked for bypass

Sustaining improvements

  • Training built into onboarding
  • Standard work updated, not abandoned
  • Targets and incentives aligned to the new process
  • Regular kaizen events to improve further
Plan→Do→Check→Act↺ Continue
Risk to sustainmentCountermeasure
Staff turnoverStandard work + onboarding training
Workarounds creep inPoka-yoke and quarterly audits
Metrics ignoredVisual board reviewed in daily huddle
Demand changesRecalculate takt time and staffing quarterly
10 Β· Communication and hand-off

Communication Plan and Transition to the Process Owner

AudienceMessageChannelWhen
Service desk agentsWhat changed, new standard workTeam meeting + trainingBefore go-live
IT director (sponsor)Results vs. goals, benefitsGate reviewAt closure
End usersFaster, clearer ticket formEmail + portal bannerAt go-live
FinanceValidated savingsBenefit sign-off30–90 days post

Hand-off checklist (service desk manager = process owner)

0 of 8 complete.
11 Β· Project exit and closure

Project Exit and Closure Plans

Closure is a deliberate event, not a fade-out. The team proves the results, transfers the work, releases resources, and records what was learned.

0 of 6 complete.
Closure itemService Desk Project result
Primary metricAvg resolution β‰ˆ 40 h (baseline 86 h)
Investment$37,000 one-time
Expected annual benefitβ‰ˆ $126,000
Open item (Continue)Still above the 24-hour SLA β€” next kaizen cycle
12 Β· Continue

Identify Opportunities for Replication

The final act of the project: ask β€œwhere else does this work?” Tap a candidate to see what to reuse.

CandidateSimilar processSame root causesFit
Network OpsHighHighStart here
HR helpdeskMediumMediumAdapt
FacilitiesMediumLowPartial
Field supportLowMediumLater
13 Β· Outputs

Control Phase Outputs and Deliverables

Checks are saved in your browser as you go.

0 of 9 complete.
14 Β· Play

Control Phase Survival Challenge

Three hearts. Three wrong answers and it's game over. Build streaks for bonus points.

Question 1 of 10❀❀❀Score 0   Streak 0

Final score:

15 Β· Final assessment

20-Question Final Quiz

70% (14 of 20) or better is a pass.

Question 1 of 20Score 0

βœ“

Quiz complete

Score: / 20