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Six Sigma

A disciplined, data-driven approach for reducing variation and defects in processes so results consistently meet customer requirements, typically targeting fewer than 3.4 defects per million opportunities.

Related: DMAIC, Critical to Quality (CTQ), DPMO
DMAIC

The five-phase improvement cycle - Define, Measure, Analyze, Improve, Control - used to solve existing process problems, with each phase tied to specific deliverables and a gate review.

Related: Six Sigma, Design for Six Sigma (DFSS), Control Plan
Design for Six Sigma (DFSS)

A structured methodology for designing new products or processes so they meet customer needs and capability targets from the start rather than being fixed after launch; common roadmaps include DMADV and IDOV.

Related: Six Sigma, Design of Experiments (DOE), Critical to Quality (CTQ)
Hoshin Kanri

A policy-deployment method in which senior leaders set a few breakthrough objectives, then cascade them into annual plans, targets, and measures that are reviewed at every level of the organization.

Related: Balanced Scorecard, Benchmarking
Benchmarking

The practice of comparing your processes, products, or performance measures against recognized leaders or best-in-class practices to expose gaps and identify improvement opportunities worth pursuing.

Related: Hoshin Kanri, Balanced Scorecard
Balanced Scorecard

A performance measurement framework that tracks an organization from four perspectives - financial, customer, internal process, and learning and growth - so short-term measures stay aligned with long-term strategy.

Related: Hoshin Kanri, Benchmarking
Cost of Poor Quality (COPQ)

The total cost incurred because of poor quality, including scrap, rework, warranty, inspection, returns, and lost goodwill; used to size the financial opportunity of an improvement project.

Related: Project Charter, Rolled Throughput Yield (RTY), Six Sigma
Takt Time

The pace at which a process must complete one unit to satisfy customer demand, calculated as available production time divided by the number of units customers require in that period.

Related: Value Stream Map, Overall Equipment Effectiveness (OEE)
Overall Equipment Effectiveness (OEE)

A measure of equipment performance that multiplies availability, performance, and quality rates to show how much of the scheduled production time actually yields good product.

Related: Takt Time, Standard Work
Value Stream Map

A visual map of every step, both value-adding and non-value-adding, that a product or service passes through from request to delivery, including information flow and waiting time.

Related: Takt Time, Kaizen, SIPOC
Voice of the Customer (VOC)

The systematic collection and analysis of customer needs, expectations, and complaints through surveys, interviews, focus groups, and field data, used to define what a process must deliver.

Related: Critical to Quality (CTQ), Kano Model
Critical to Quality (CTQ)

A measurable characteristic of a product or service that matters enough to customers that it must be met; CTQs turn vague customer wants into specific, testable specifications.

Related: Voice of the Customer (VOC), Kano Model, Process Capability Index (Cp and Cpk)
Kano Model

A way of classifying customer requirements into must-be, performance, and delighter categories so teams can decide which features to fix first and which to invest in for differentiation.

Related: Voice of the Customer (VOC), Critical to Quality (CTQ)
Project Charter

A document that authorizes a Six Sigma project by stating the problem, goal, scope, business case, team, schedule, and expected financial benefit, and is signed by the project sponsor.

Related: SIPOC, Cost of Poor Quality (COPQ), Stakeholder Analysis
SIPOC

A high-level diagram showing the Suppliers, Inputs, Process steps, Outputs, and Customers of a process; used to agree on scope before detailed process mapping begins.

Related: Value Stream Map, Project Charter
DPMO

Defects per million opportunities: the number of defects divided by total defect opportunities, multiplied by one million, so defect rates can be compared across processes of differing complexity.

Related: Six Sigma, Rolled Throughput Yield (RTY), Process Capability Index (Cp and Cpk)
Rolled Throughput Yield (RTY)

The probability that a unit passes through every step of a process without a defect, calculated by multiplying together the first-pass yields of all the individual steps.

Related: DPMO, Cost of Poor Quality (COPQ)
Process Capability Index (Cp and Cpk)

Indices that compare process spread with the specification width (Cp) and also account for how well the process is centered (Cpk); higher values mean fewer units fall outside specification.

Related: Critical to Quality (CTQ), Measurement System Analysis (MSA), Special Cause Variation
Measurement System Analysis (MSA)

A set of studies quantifying how much observed variation comes from the measurement system itself - repeatability, reproducibility, bias, linearity, and stability - before the data are relied upon.

Related: Process Capability Index (Cp and Cpk), Control Chart
Special Cause Variation

Unpredictable variation arising from assignable, non-routine sources such as a broken tool, a new operator, or a changed supplier; control charts flag it, and it must be investigated rather than modeled.

Related: Control Chart, Pareto Chart
Pareto Chart

A bar chart of problem categories ordered from largest to smallest with a cumulative line, used to focus improvement effort on the few causes that account for most of the effect.

Related: Cause-and-Effect Diagram, Control Chart
Cause-and-Effect Diagram

A fishbone diagram that arranges possible causes of a problem into branches - commonly methods, machines, materials, measurement, people, and environment - to structure a team's brainstorming.

Related: Pareto Chart, Failure Mode and Effects Analysis (FMEA)
Failure Mode and Effects Analysis (FMEA)

A structured risk assessment that lists potential failure modes, rates their severity, occurrence, and detection, and prioritizes preventive actions using the resulting risk scores.

Related: Cause-and-Effect Diagram, Control Plan
p-value

The probability of obtaining data at least as extreme as the observed sample results if the null hypothesis were true; a small value is evidence against the null hypothesis.

Related: ANOVA, Regression Analysis, Design of Experiments (DOE)
ANOVA

A statistical technique that compares the means of three or more groups by testing whether variation between group means is larger than variation within groups, using an F-test.

Related: p-value, Design of Experiments (DOE), Regression Analysis
Regression Analysis

A technique that models the relationship between one or more input variables and a continuous response, showing the size, direction, and statistical significance of each effect.

Related: ANOVA, Design of Experiments (DOE), p-value
Design of Experiments (DOE)

A planned experiment in which input factors are varied together in a structured pattern so their individual and combined effects on a response can be estimated efficiently.

Related: ANOVA, Regression Analysis, p-value
Kaizen

A philosophy and event format in which the people who do the work make many small, rapid improvements to remove waste, often within a focused workshop of a few days.

Related: 5S, Value Stream Map, Kanban
5S

A workplace organization method with five steps - sort, set in order, shine, standardize, and sustain - that removes clutter and makes abnormal conditions immediately visible.

Related: Kaizen, Standard Work
Kanban

A pull system that uses visual signals to authorize production or replenishment only when downstream consumption creates demand, thereby limiting work in process.

Related: Kaizen, Takt Time, Theory of Constraints
Theory of Constraints

The principle that a system's output is limited by one bottleneck at a time, so improvement should first exploit and then elevate that constraint instead of optimizing everything at once.

Related: Kanban, Takt Time
Poka-Yoke

An error-proofing device or design that prevents a mistake from being made or makes it obvious immediately, so a defect cannot pass on to the next step.

Related: Control Plan, Standard Work, Failure Mode and Effects Analysis (FMEA)
Control Chart

A time-ordered plot of a process measure with statistically calculated control limits that separates routine variation from signals of a real change or problem.

Related: Special Cause Variation, Control Plan, Standard Work
Control Plan

A document naming the process steps, the product and process characteristics to monitor, the measurement method, sample size, frequency, and the reaction plan when a deviation occurs.

Related: Control Chart, Poka-Yoke, Failure Mode and Effects Analysis (FMEA)
Standard Work

The documented current best method for each task, including cycle time, work sequence, and required inventory, so deviations are visible and improvement rests on a stable base.

Related: 5S, Control Plan, Poka-Yoke
Team Development Stages

The predictable phases a new team passes through - forming, storming, norming, performing, and eventually adjourning - each requiring a different style of leadership and facilitation.

Related: RACI Matrix, Stakeholder Analysis
RACI Matrix

A chart that assigns each task or decision to people who are Responsible, Accountable, Consulted, or Informed, preventing ownership gaps and duplicated effort within a project.

Related: Team Development Stages, Stakeholder Analysis, Project Charter
Stakeholder Analysis

Identifying everyone affected by or able to influence a project, then assessing their interest and influence so communication and buy-in activities can be planned.

Related: Project Charter, RACI Matrix, Team Development Stages