Lean Strategy, Leadership and Transformation GovernanceIntroductionLean manufacturing and service blueprinting are often introduced as methods for improving flow, reducing waste and increasing customer value. At enterprise level, however, Lean is not primarily a collection of tools. It is a management system through which strategic intent is translated into operational behaviour, learning and measurable performance. The central challenge is not knowing what a value-stream map, standard-work document or daily board looks like; it is creating the leadership conditions in which these practices remain aligned with strategy and continue after the initial improvement project. Lean strategy therefore connects four levels of action: - Strategic direction—why the organisation must change and what outcomes matter.
- Portfolio selection—which improvement themes and initiatives deserve resources.
- Operational execution—how teams redesign work and manage performance.
- Learning and governance—how leaders verify benefits, develop capability and revise standards.
In a manufacturing organisation, this system may address quality, delivery, cost, safety and flexibility. In services, the same logic applies to customer journeys, waiting, handoffs, information defects, rework and inconsistent experiences. Service blueprinting complements Lean by making visible the interaction between customer actions, front-stage service, backstage work, support processes and evidence of service delivery. Learning ObjectivesBy the end of this chapter, the reader should be able to: - explain how Lean strategy differs from isolated process improvement;
- use hoshin kanri and catchball to translate strategic priorities;
- design a Lean improvement portfolio and a tiered-management system;
- analyse the leadership and cultural conditions required for transformation;
- plan capability development, employee engagement and resistance management;
- govern benefits, standards, accountability and enterprise deployment;
- evaluate the limitations and ethical risks of Lean transformation; and
- apply these ideas to an integrated manufacturing or service case.
1. Lean as an Enterprise Management SystemA Lean transformation is a coordinated change in the organisation’s operating system. It includes purpose, process design, problem-solving routines, leadership behaviour, measures, competence and governance. A useful distinction is: | Improvement activity | Lean management system |
|---|
| Usually local and project-based | Enterprise-wide and sustained | | Focuses on a problem or process | Connects strategy, processes and capability | | Often led by specialists | Owned by line leadership with specialist support | | Measures immediate results | Governs benefits and learning over time | | May produce a new method | Embeds standards, routines and behaviours |
Lean strategy must distinguish value, necessary work and waste. Value is defined by the customer or service user, although regulatory and safety requirements may also be essential. Necessary non-value-adding work includes compliance, inspection or documentation that cannot yet be eliminated. Waste includes activities such as waiting, unnecessary movement, defects, overprocessing, excess inventory, unused employee capability and avoidable handoffs. In services, waste is frequently hidden in information flows. A patient repeating information, a customer waiting for approval, or a claims file being returned for missing data represents process instability even when no physical product exists. A service blueprint reveals these relationships by linking customer experience to operational design. 2. Translating Strategy Through Hoshin KanriHoshin kanri is a policy-deployment approach for aligning long-term direction, annual priorities, improvement initiatives and daily management. It is not simply an annual target-setting exercise. Its discipline lies in connecting a small number of strategic breakthroughs with the routine work required to achieve them. A typical deployment sequence is: - clarify organisational purpose and long-term direction;
- diagnose the current condition using performance and customer evidence;
- identify a limited number of breakthrough objectives;
- define annual objectives and measurable outcomes;
- select improvement approaches and accountable owners;
- negotiate objectives through catchball;
- execute through projects and daily management;
- review performance, learn and adjust.
A hoshin objective should describe an important change in organisational capability or performance, not merely an activity. “Train 200 employees” is an activity. “Reduce average order-to-delivery lead time while maintaining first-pass quality” is an outcome-oriented objective. Strategic alignment matrixA practical policy-deployment matrix may contain the following fields: | Strategic intent | Annual objective | Measure and target | Initiative | Owner | Review cadence |
|---|
| Improve dependable delivery | Reduce order lead time | Median lead time ≤ 3 days | Flow redesign and supplier scheduling | Operations director | Monthly | | Increase right-first-time service | Reduce avoidable rework | Rework rate ≤ 4% | Error-proofing and knowledge redesign | Service manager | Weekly | | Build problem-solving capability | Develop team leaders | 90% certified and observed competent | Leader standard work | HR and plant manager | Quarterly |
Targets should be operationally meaningful and statistically interpreted. For example, a percentage defect rate can be represented as: Defect rate = (Number of defective units ÷ Total units inspected) × 100% The formula assumes that the inspection population and defect definition are stable and that each unit is counted consistently. If one unit can contain multiple defects, the organisation must distinguish defective units from defects per unit. A target based on an inconsistent denominator can create the appearance of improvement without improving quality. Similarly, a benefit expressed as cycle-time reduction should define the start and end points. If average lead time falls from 10 days to 7 days, the absolute reduction is 3 days and the relative reduction is: Relative reduction = [(Baseline − Current) ÷ Baseline] × 100% Thus, the relative reduction is [(10 − 7) ÷ 10] × 100% = 30%. This calculation describes observed change; it does not by itself establish causation. 3. Catchball: Negotiation Rather Than CascadingCatchball is the reciprocal exchange through which strategic priorities are tested, refined and accepted across organisational levels. Senior leaders “throw” an objective to the next level; that level responds with feasibility information, resource implications, risks and proposed methods. The objective returns for refinement and is eventually agreed. Catchball prevents two common failures: - top-down fantasy, in which targets are imposed without knowledge of process constraints; and
- local optimisation, in which departments improve their own measures while damaging the end-to-end customer journey.
Effective catchball asks: - What problem is the objective addressing?
- Which customer or stakeholder outcome will improve?
- What is the current condition and evidence quality?
- What obstacles are likely?
- Which processes and functions are interdependent?
- What capability, technology and capacity are required?
- How will the result be verified and sustained?
Catchball is not a negotiation in which ambition is automatically reduced. It is a learning process in which the organisation improves the quality of its strategy. Leaders must distinguish a legitimate constraint from an untested assumption. A team that says a target is impossible should be asked to show the process data, causal reasoning and countermeasures that support its conclusion. 4. Lean Portfolios and Strategic ChoiceA Lean portfolio is the governed set of improvement initiatives competing for leadership attention, people, money, technology and change capacity. Organisations often launch too many projects. The result is initiative overload, weak ownership and delayed benefits. Portfolio selection should consider strategic contribution, customer impact, urgency, feasibility, interdependence, risk and learning value. A simple prioritisation model can support discussion: Priority score = w₁S + w₂C + w₃U + w₄F − w₅R Here, S is strategic contribution, C is customer impact, U is urgency, F is feasibility, R is implementation risk, and w₁ through w₅ are agreed weights. Each factor must be scored using a defined scale, such as 1 to 5, and the weights should be documented. The score is a decision aid, not an objective truth; qualitative dependencies and ethical concerns may override it. Portfolio governance should classify initiatives, for example: - breakthrough initiatives, addressing major strategic gaps;
- value-stream initiatives, redesigning end-to-end flow;
- functional improvement, correcting local process problems; and
- enabling initiatives, building data, technology, skills or standards.
A portfolio board should periodically stop, combine, sequence or redesign initiatives. Stopping a low-value project is a sign of governance maturity, not failure. The board must also protect improvement capacity. If employees spend all available time on urgent operational work, improvement goals become symbolic. 5. Tiered Management and the Obeya PrincipleTiered management creates linked review levels. A typical structure might include: - Tier 1: team or work-cell review of safety, quality, delivery and abnormalities;
- Tier 2: department or value-stream review of cross-team constraints;
- Tier 3: site review of major risks, resources and improvement portfolios; and
- Tier 4: enterprise review of strategic outcomes, deployment and learning.
Each tier should have a clear purpose, defined measures, escalation rules and a standard agenda. A tier meeting is not merely a reporting ceremony. It should answer: What is abnormal? What action is required? Who owns it? By when? What support is needed? When will effectiveness be checked? The obeya, or “big room,” is a visual management space—physical or digital—in which cross-functional teams coordinate decisions using common information. Its value depends on the quality and timeliness of the information, not on the room itself. Visual boards should show trends, abnormalities, countermeasures, owners and due dates rather than an excessive collection of disconnected indicators. A measure is useful only if its operational definition is stable. For example, first-pass yield may be calculated as: First-pass yield = Units completed without rework ÷ Total units entering the process The numerator and denominator must refer to the same period and process boundary. If units removed from the process are excluded selectively, the indicator becomes misleading. 6. Leadership, Culture and Lean BehaviourLean leadership is demonstrated through repeated behaviour rather than slogans. Important behaviours include: - going to the gemba to understand actual conditions;
- asking questions before prescribing solutions;
- treating abnormalities as opportunities for learning;
- making problems visible without blaming individuals;
- developing people through coaching;
- aligning systems and incentives with end-to-end value; and
- modelling adherence to standards while encouraging their improvement.
A useful leadership distinction is between command-and-control of people and control of processes. Lean requires process control—clear standards, visible abnormalities and rapid response—but should avoid humiliating or coercive control of employees. Psychological safety is essential: workers must be able to report defects, safety risks and unrealistic standards without fear of retaliation. Culture should not be treated as an abstract attitude independent of management systems. Employees infer organisational values from what leaders measure, reward, tolerate and investigate. If leaders demand speed while punishing defect reporting, the practical culture will favour concealment. If leaders ask for improvement but never release time for it, improvement will be experienced as unpaid extra work. 7. Capability Development and Employee EngagementLean capability is multidimensional. It includes technical knowledge, problem-solving skill, process understanding, communication, data literacy and the ability to coach others. A mature capability architecture may include: | Role | Core capability |
|---|
| Operator or service associate | Standard work, abnormality recognition, basic problem reporting | | Team leader | Daily management, coaching, escalation, confirmation of standards | | Improvement practitioner | A3 thinking, value-stream analysis, facilitation, measurement | | Middle manager | Portfolio management, resource allocation, systems thinking | | Senior leader | Strategy deployment, governance, culture and benefit accountability |
Training alone does not create capability. A complete development cycle includes explanation, demonstration, supervised practice, feedback, application to a real problem and confirmation of competence. Certification based only on attendance is weak evidence. Employee engagement should occur at three levels: - informing employees about the purpose and expected effects;
- consulting them about constraints, risks and possible methods; and
- co-designing standards and countermeasures with those who perform the work.
Participation is ethically important because employees possess practical knowledge and bear much of the impact of process change. It also improves technical quality: frontline workers often know where workarounds, delays and hidden defects occur. 8. Managing Resistance and ChangeResistance is not necessarily irrational opposition. It may indicate loss of status, fear of job displacement, previous failed programmes, unsafe targets, inadequate resources or concern that Lean means intensification of work. Leaders should diagnose the form and cause of resistance before selecting an intervention. A practical response sequence is: - listen to the concern without labelling it as negativity;
- distinguish factual constraints from interpretations;
- make the case for change using customer and process evidence;
- involve affected employees in designing the future state;
- pilot changes where risk is manageable;
- provide training, time and support;
- measure both intended benefits and unintended consequences; and
- revise the design when evidence warrants it.
Resistance becomes especially likely when performance targets are linked to individual punishment. Lean governance should focus accountability on process conditions and leadership response, while retaining appropriate responsibility for negligence or misconduct. It should not convert every deviation into a disciplinary event. 9. Standard Work, Accountability and Benefit GovernanceA Lean transformation is incomplete when a project produces a result but the new method is not sustained. Standard work specifies the current best-known method, sequence, timing, quality points and response to abnormalities. It is a baseline for improvement, not an unchangeable rule. Standards should be: - visible at the point of use;
- created with the people who perform the work;
- linked to safety and quality requirements;
- tested under actual conditions;
- audited through observation rather than paperwork alone; and
- revised when a better method is verified.
Benefit governance distinguishes several concepts: - output: what the project delivers, such as a redesigned workflow;
- outcome: the operational change, such as shorter waiting time;
- benefit: value realised by stakeholders, such as increased capacity or customer retention; and
- disbenefit: an adverse consequence, such as increased workload or reduced resilience.
A benefit owner should define the baseline, measurement method, timing, assumptions and verification authority. Financial benefits require particular care. A reduction in labour hours is not automatically a cash saving if staffing levels, service capacity or customer demand remain unchanged. It may instead be a capacity benefit. Benefit reviews should ask: - Is the improvement statistically and operationally credible?
- Has the baseline remained comparable?
- Are quality, safety and employee effects acceptable?
- Has the result survived normal variation and demand conditions?
- Is the new standard being followed?
- Has the benefit been incorporated into planning and budgets?
10. Enterprise Deployment and Service BlueprintingEnterprise deployment is difficult because processes cross functional and organisational boundaries. A local improvement can shift work, inventory, risk or delay to another department. Therefore, strategic governance should combine value-stream thinking with service blueprinting. A service blueprint normally represents: - customer actions;
- front-stage employee or digital interactions;
- backstage activities invisible to the customer;
- support processes and systems; and
- physical or digital evidence of the service.
The blueprint can be annotated with waiting, failure demand, rework, handoffs, compliance points and employee pain points. It then becomes a bridge between customer experience strategy and operational Lean work. For example, in a university admissions service, the customer may submit an application, receive an acknowledgement and upload evidence. Front-stage staff communicate status, while backstage teams validate documents and information systems perform checks. A Lean intervention that reduces internal processing time but increases customer requests for status updates may worsen the total experience. The blueprint exposes this unintended interaction. Enterprise deployment should use common principles while allowing local adaptation. Excessive standardisation can ignore legitimate differences in products, regulations or customer segments. Excessive local freedom can fragment the customer journey. The appropriate balance is standardisation of purpose, definitions, governance and critical controls, with local experimentation in methods. 11. Technology, Data and Artificial IntelligenceDigital tools can strengthen Lean management by improving traceability, real-time visibility, workflow analysis and abnormality detection. Process mining can identify actual event paths and bottlenecks from system logs. Digital work instructions can support standard work, while analytics can reveal patterns in defects or demand. Artificial intelligence may assist with classification, forecasting, anomaly detection, knowledge retrieval and generation of draft countermeasures. However, AI does not replace direct observation, employee knowledge or managerial accountability. Poorly defined data can automate a bad process at scale. Governance should address: - data quality and process-boundary definitions;
- privacy and lawful use of employee or customer data;
- explainability of high-impact decisions;
- cybersecurity and system resilience;
- human review of safety- or employment-related decisions; and
- the risk that algorithmic measures intensify work or reproduce bias.
Technology should be selected because it improves customer value, flow, quality or learning—not because digitalisation is itself treated as progress. 12. An Illustrative Case: Meridian Medical DevicesBackgroundMeridian Medical Devices manufactures diagnostic cartridges and provides technical support to hospitals. Its strategic ambition is to become the most dependable supplier in its market. The company has conducted several local 5S and kaizen events, but delivery performance remains unstable. Customer complaints indicate late shipments, incomplete technical responses and repeated requests for the same information. Problem and diagnosisThe executive team initially proposes a target of “increase productivity by 20%.” Through catchball, production supervisors and service leaders challenge the target because it does not define customer value and could encourage overproduction. A cross-functional team creates a value-stream map and service blueprint. It finds: - production queues caused by batch release and inspection timing;
- incomplete order information entering planning;
- technical-support cases transferred between three teams;
- no common definition of response completion; and
- local measures that reward departmental output rather than dependable delivery.
The baseline is established. On-time-in-full delivery is 78%, the median order lead time is 9 days, and 18% of support cases are reopened within 14 days. Definitions and data sources are documented before targets are set. Hoshin and portfolio responseThe revised breakthrough objective is: “Provide dependable, right-first-time delivery and support.” Annual objectives include raising on-time-in-full delivery to 94%, reducing median lead time to 5 days and reducing reopened support cases to 8% or less. The portfolio board selects three linked initiatives: - redesign release and inspection flow;
- improve order-information quality at entry; and
- create a single support-case ownership model.
A fourth enabling initiative develops team-leader capability in daily management and A3 problem solving. The projects are sequenced because the support redesign depends on improved information quality. Leadership and executionTier 1 meetings review safety, defects, schedule adherence and unresolved abnormalities. Tier 2 reviews cross-functional constraints twice weekly. At Tier 3, the plant and service directors review portfolio risks and remove barriers. Leaders visit the work areas and service teams, asking employees to demonstrate the current process rather than presenting prepared explanations. Employees report that a proposed electronic approval step would increase work. A pilot shows that the step duplicates an existing check. The design is changed so that information is validated once at order entry. This demonstrates catchball and prevents technology from embedding waste. New standard work defines order-entry checks, release timing and support-case ownership. Team leaders are coached to audit the process through observation and to escalate abnormalities without blaming staff. Outcome and governanceAfter six months, on-time-in-full delivery reaches 93%, median lead time falls to 5.4 days and reopened support cases fall to 9%. The organisation does not claim full target achievement prematurely. It continues monitoring for another quarter and examines whether improved delivery has increased overtime or reduced safety. The portfolio board records capacity benefits separately from cash benefits and assigns line managers responsibility for sustaining the new standards. Learning pointsThe case illustrates that strategic Lean work requires more than event activity. The organisation clarified customer outcomes, used catchball to improve the target, coordinated a portfolio, connected manufacturing and service processes, established tiered review and governed sustainability. It also demonstrates that resistance and challenge can improve design when leaders treat them as information rather than disloyalty. 13. Simulation Exercise for Postgraduate LearnersLearners may simulate an enterprise deployment in teams representing executives, operations, service staff, finance, employees and customers. Each team receives a current-state problem, a limited improvement budget and conflicting measures. The task is to: - formulate one breakthrough objective;
- conduct two rounds of catchball;
- select and sequence a portfolio of initiatives;
- design tiered-management measures;
- identify likely resistance and ethical risks; and
- present a benefit-realisation and sustainment plan.
Assessment should reward the quality of assumptions, system-level reasoning, stakeholder inclusion and treatment of unintended effects—not merely the number of tools proposed. 14. Limitations, Risks and Critical EvaluationLean transformation has important limitations. It can be misapplied as a cost-reduction programme, especially where labour reduction is the dominant measure. It can become ritualistic when visual boards, audits and workshops are implemented without solving real problems. It can also produce local efficiency at the expense of resilience if buffers, skills or slack are removed without understanding variability. Further risks include: - confusing correlation with causal impact;
- setting targets that encourage data manipulation;
- transferring workload to customers or frontline employees;
- weakening professional judgement through excessive standardisation;
- excluding contractors, remote workers or minority voices;
- treating psychological safety as a communication slogan; and
- allowing digital surveillance to replace supportive leadership.
Critical Lean governance therefore asks not only whether performance improved, but also for whom, under what conditions and at what cost. A transformation is strategically successful when it improves customer and stakeholder value while strengthening organisational capability and ethical legitimacy. Best-Practice Principles- Deploy a few important priorities rather than a large list of slogans.
- Define customer outcomes and process boundaries before selecting measures.
- Use catchball to test feasibility and improve strategic understanding.
- Govern improvement as a portfolio with explicit capacity and sequencing.
- Link daily management to strategic objectives through tiered escalation.
- Develop leaders as coaches and problem solvers.
- Treat employee knowledge and dissent as sources of process intelligence.
- Separate activity, output, outcome, benefit and disbenefit.
- Verify benefits and sustainment using stable operational definitions.
- Use technology to support learning, not to conceal poor process design.
Chapter SummaryLean strategy is an enterprise management system that translates purpose into aligned objectives, improvement portfolios, daily action and organisational learning. Hoshin kanri provides the structure for policy deployment, while catchball makes deployment reciprocal and evidence-based. Portfolio governance prevents initiative overload and coordinates breakthrough, value-stream, functional and enabling work. Tiered management connects frontline abnormalities with strategic decisions through defined review routines and escalation. Leadership is central because Lean depends on behaviours that make problems visible, develop people and protect psychological safety. Capability requires practice and coaching, not training attendance alone. Resistance should be diagnosed as information about risk, loss, constraints or prior experience. Standards establish a current best-known method and must be improved when evidence supports change. Benefit governance distinguishes outputs, outcomes, benefits and disbenefits, ensuring that claimed improvements are measured, verified and sustained. Service blueprinting extends Lean beyond internal operations by connecting customer actions, front-stage interactions, backstage work and support systems. Digital technologies and AI can improve visibility and analysis, but they require data, privacy, human-oversight and ethical governance. Ultimately, Lean transformation succeeds when strategic intent, operational reality, employee capability and customer value remain connected over time. Key TermsHoshin kanri: A system for deploying strategic priorities through aligned objectives, initiatives and reviews. Catchball: Reciprocal negotiation and learning between organisational levels during strategy deployment. Lean transformation: Sustained enterprise change in purpose, processes, leadership, capability and management routines. Lean portfolio: The governed collection of improvement and enabling initiatives competing for organisational resources. Breakthrough objective: A significant strategic change that cannot be achieved through routine improvement alone. Value stream: The complete sequence of activities required to deliver value to a customer or user. Tiered management: Linked review and escalation routines operating at different organisational levels. Obeya: A visual coordination space for cross-functional decisions and problem solving. Daily management: Routine management of performance, abnormalities, response and learning. Standard work: The current best-known method for performing a process safely and consistently. Benefit realisation: The disciplined confirmation that intended outcomes and value have been achieved. Capacity benefit: Additional productive capability that may not immediately create a cash saving. Psychological safety: A shared belief that people can speak up about risks and problems without retaliation. Service blueprint: A visual representation linking customer actions with front-stage, backstage and support processes. A3 thinking: A structured approach to problem definition, analysis, countermeasures and learning. Local optimisation: Improving one part of a system while damaging overall or end-to-end performance. Process mining: Analysis of digital event logs to understand actual process paths and variation. Leader standard work: Defined recurring leadership behaviours such as observation, coaching and escalation. Disbenefit: An adverse consequence arising from an improvement initiative. Review QuestionsShort Answer Questions- What is the purpose of hoshin kanri?
- How does catchball differ from simple top-down cascading?
- What is the role of a tiered-management system?
- Why must a benefit be distinguished from an output?
- How does service blueprinting support Lean improvement?
Long Answer Questions- Explain how strategic objectives should be translated into operational action through hoshin kanri, catchball and daily management.
- Discuss the role of leadership behaviour and psychological safety in sustaining Lean transformation.
- Compare breakthrough, value-stream, functional and enabling initiatives within a Lean portfolio.
- Explain how standards, audits and benefit governance prevent improvement from becoming temporary.
- Critically evaluate the risks of treating Lean primarily as a cost-reduction programme.
Analytical / Application Questions- An organisation improves departmental productivity but customer waiting time increases. Use value-stream thinking and service blueprinting to diagnose the likely causes and recommend governance responses.
- Design a hoshin deployment matrix for a hospital seeking to improve patient access, including objectives, measures, initiatives, owners and review cadence.
- Create a change and benefit-realisation plan for a Lean initiative that employees believe will increase workload. Include stakeholder engagement, pilot design, measures, ethical safeguards and sustainment controls.
Multiple Choice Questions with AnswersQuestion 1Which statement best describes hoshin kanri? A. A method for inspecting finished products B. A system for deploying strategy through aligned objectives and reviews C. A software tool for scheduling production D. A compensation method based only on individual output Correct Answer: B. A system for deploying strategy through aligned objectives and reviews Question 2What is the central purpose of catchball? A. To impose senior-management targets without modification B. To replace all quantitative measures with discussion C. To test and refine objectives through reciprocal organisational dialogue D. To eliminate the need for accountable owners Correct Answer: C. To test and refine objectives through reciprocal organisational dialogue Question 3Which initiative is an enabling initiative? A. Redesigning a value stream for a specific product B. Correcting a recurring defect at one workstation C. Developing digital data capability needed by several improvement projects D. Reducing waiting time in one customer queue Correct Answer: C. Developing digital data capability needed by several improvement projects Question 4Which practice is most characteristic of effective tiered management? A. Reviewing abnormalities at linked levels with defined escalation rules B. Allowing each department to use unrelated measures C. Replacing frontline observation with monthly financial reports D. Holding meetings without owners or due dates Correct Answer: A. Reviewing abnormalities at linked levels with defined escalation rules Question 5If defective units are 24 out of 600 inspected, what is the defect rate? A. 2% B. 4% C. 6% D. 24% Correct Answer: B. 4% Question 6Which statement about standard work is most accurate? A. It is permanent and must never be changed B. It is a current best-known method and baseline for improvement C. It applies only to manufacturing machines D. It eliminates the need for employee judgement in all situations Correct Answer: B. It is a current best-known method and baseline for improvement Question 7Why is a reduction in labour hours not automatically a cash saving? A. Labour hours can never be measured B. The reduction may create capacity without reducing actual expenditure C. Cash savings are unrelated to operations D. Only customer measures can be financial Correct Answer: B. The reduction may create capacity without reducing actual expenditure Question 8Which element is specifically represented in a service blueprint? A. Only the organisation’s annual budget B. Only backstage activities invisible to customers C. Customer actions and their relationship to front-stage and backstage work D. Only employee satisfaction scores Correct Answer: C. Customer actions and their relationship to front-stage and backstage work Question 9What is an appropriate response to employee resistance during Lean change? A. Ignore the concern to preserve implementation speed B. Use punishment to ensure immediate compliance C. Diagnose the concern, involve employees and test the proposed change D. Remove all process standards Correct Answer: C. Diagnose the concern, involve employees and test the proposed change Question 10Which is a major governance risk when AI is used in Lean management? A. It always eliminates process variation B. It makes human accountability unnecessary C. Poor data or biased algorithms may automate harmful decisions D. It prevents any form of process visibility Correct Answer: C. Poor data or biased algorithms may automate harmful decisions
|