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Process Risk Assessment and Mitigation
Walt Pozgay, CSSGB *ISO requires a systematic approach to managing risk, as opposed to risk being only a portion of the QMS. *Quality is largely about managing risk. <CLICK>
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Risk = RISK x LIKELIHOOD CONSEQUENCE Opportunity Likelihood Value Risk
*What is risk? What do we mean when we say that we have a lot at stake? <CLICK> *Risk is the product of Consequence and Likelihood *Risk is increased both with the severity or value of the consequence and with the number of opportunities available for the consequence to occur. *Coin Flip Analogy: Flipping a penny and flipping a silver dollar have different risks. *We often have no control over the value of the consequence, so Process risk management mostly works to minimize Likelihood. Mitigation of opportunity or detection of the event before negative outcomes can occur reduces risk. Mitigation Risk Consequence
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Risk Assessment and Mitigation Process
Understand Ideal Assess Risks Implement Mitigation Outline Process Develop Mitigation Understand Ideal Outline Process Assess Risk Develop Mitigation *Risk management is a PROCESS unto itself. <CLICK> Understand <CLICK> Outline <CLICK> Assess <CLICK> Develop <CLICK> Implement *Many people jump right to MITIGATION without going through the proper process, resulting in wasted time an resources when the solution doesn’t mitigate the risk. <CLICK> Implement Mitigation
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Understand Ideal Outline Process Assess Risk Develop Mitigation
*The first step in controlling a process is to understand what the end result is. As with any map, a process map is of limited value if the destination is unknown. <CLICK> Implement Mitigation
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Understand the Ideal What is the final product?
Understand Ideal What is the final product? What does it look like? What does it do? How well does it do it? What characteristics are important? What dimensions are significant? What tolerances are available? Who decides? What substitutions are possible? Is alternate content OK? Is alternate process sequence OK? Outline Process Assess Risk Develop Mitigation *The process does not need to be a manufacturing process. Examples: filling out a form or registering a patient. <CLICK> Final Product <CLICK> Characteristics <CLICK> Substitutions To facilitate understanding of this process, we are going to develop a risk mitigation plan for a very complex process…… <CLICK> Implement Mitigation
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Understand the Ideal Understand Ideal Outline Process Assess Risk
Develop Mitigation Implement Mitigation
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Understand the Ideal What is the final product?
Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation What is the final product? What does it look like? Is B OK? What characteristics are important? What dimensions are significant? Amount of PB or J? What tolerances are available? What substitutions are possible? Is alternate content OK? Chunky or smooth? Flavor of jelly? Is alternate process sequence OK? Does PB have to be put on first?
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Understand the Ideal Peanut butter and jelly sandwich. White bread.
Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation Peanut butter and jelly sandwich. White bread. Choice of smooth or chunky peanut butter. Choice of strawberry, grape, or orange jelly. No condiments seeping out of sandwich. Cut into even halves and plated. This is how we will define the desired outcome for this discussion. This is the Design Intent PB&J <CLICK>
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Understand Ideal Outline Process Assess Risk Develop Mitigation
Implement Mitigation *Once the ideal is clearly understood, the process can be developed. Several methods of displaying process steps are available. The key is to use a method that clearly sequences the process and that is easily understood by the stakeholders of the process. Consistency is critical, especially when the information has to be shared among diverse groups. <CLICK>
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Flow Chart Understand Ideal Outline Process Assess Risk
Develop Mitigation Implement Mitigation START Collect Ingredients 10 Place Slice 1 Terminator Step Decision Delay 20 Spread PB 30 Place Slice 2 40 Spread Jelly 50 Assemble 60 *Flow charts are the most common method of representing a process. Each step should only have one “IN” and one “OUT”, except for decisions. The process should always show a clear path with defined beginning and end. *The process should be complete enough to be followed by the intended audience. How complex or simple steps are should be considered. <CLICK> Cut 70 OK? N 80 Y Serve 90 STOP
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Process Outline Diagram
Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation 50 Assemble 60 Cut 70 Inspect 80 Serve 10 Place Slice 1 30 Place Slice 2 20 Spread PB 40 Spread Jelly Slice 1 Slice 2 Peanut Butter Jelly Plate Operation Inspection Storage *The Process Outline is useful for simple and complex processes, especially if there are parallel paths and sub-processes. *Parallel paths are clearly displayed and subassemblies are easily identified and sequenced into the final assembly. <CLICK>
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Process Table Make a PBJ Sandwich Understand Ideal Outline Process
Assess Risk Develop Mitigation Implement Mitigation Step Move Wait Inspect Store Make a PBJ Sandwich 10. Gather Ingredients 20. Place Slice 1 30. Spread PB 40. Place Slice 2 50. Spread Jelly 60. Assemble 70. Cut 80. Inspect 90. Serve *The Process Table is also useful for simple processes. The benefit to this type of process document is that blanks can be printed and the process be mapped on site, with simple notes and tools. <CLICK>
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List Understand Ideal Outline Process Assess Risk Develop Mitigation
Implement Mitigation Step # Step 10 Collect Ingredients 11 Select bread 12 Select peanut butter 13 Select jelly 20 Place Slice 1 30 Spread Peanut Butter Step # Step 40 Place Slice 2 50 Spread Jelly 60 Assemble Sandwich 70 Cut 80 Inspect 90 Serve 91 Plate 92 Deliver to customer *Once the process is determined, a list of steps is made, making sure to include all sub-steps. <CLICK>
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Understand Ideal Outline Process Assess Risk Develop Mitigation
Implement Mitigation *Once every step and sub-step is identified, the process of understanding what can go wrong begins. *This process should always include as many stakeholders as possible. One of the common mistakes made by organizations is to make risk analysis the responsibility of a single group (Quality). When all stakeholders provide input, issues are more likely to be identified. <CLICK>
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Identify Possible Failures
Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation Step # Step Failure Mode 10 Collect Ingredients 11 Select bread Wrong type Wrong brand Stale Damaged 12 Select peanut butter Spoiled 13 Select jelly Wrong flavor 20 Place Slice 1 Wrong orientation 30 Spread Peanut Butter Too much Not enough Not evenly spread Torn bread Step # Step Failure Mode 40 Place Slice 2 Wrong orientation 50 Spread Jelly Too much Not enough Not evenly spread Torn bread 60 Assemble Sandwich Smashed 70 Cut Wrong direction Not centered 80 Inspect Not inspected Wrong standard 90 Serve 91 Plate Improper presentation 92 Deliver to customer Drop *For each step and sub-step, everything that CAN go wrong should be listed. At this point there is benefit to listing even “silly” potential faults. *When the failure modes are identified, their impact must be quantified. As discussed before, Risk is defined in terms of Consequence and Opportunity. Assigning numerical scores to these parameters makes risk analysis much easier. <CLICK>
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AIAG Scoring Matrix Understand Ideal Outline Process Assess Risk
Develop Mitigation Implement Mitigation SCORE SEVERITY PROBABILITY DETECTION LIKELYHOOD FAILURE RATE Cpk LIKELIHOOD CRITERIA 10 Hazardous without Warning Very High ≥ 1/2 < 0.33 Almost Impossible < 80% 9 Hazardous with Warning ≥ 1/3 ≥ 0.33 Very Remote 80% 8 High ≥ 1/8 ≥ 0.51 Remote 82.5% 7 ≥ 1/20 ≥ 0.67 Very Low 85% 6 Moderate ≥ 1/80 ≥ 0.83 Low 87.5% 5 ≥ 1/400 ≥ 1.00 90% 4 ≥ 1/2,000 ≥ 1.17 Moderately High 92.5% 3 Minor ≥ 1/15,000 ≥ 1.33 95% 2 Very Minor ≥ 1/150,000 ≥ 1.50 97.5% 1 None ≥ 1/1,500,000 ≥ 1.67 Almost Certain 99.5% *Most of us are familiar with the AIAG (Automotive Industry Action Group) FMEA scoring system. For automotive customers, these scores are often required to be used. For many processes, however, they are not applicable. For instance, our sandwich is very unlikely to be “Hazardous with Warning”. <CLICK>
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Opportunity (Likelihood) Detection (Likelihood)
Establishing Scoring Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation Score Severity (Impact) Opportunity (Likelihood) Detection (Likelihood) 10 Ruined 100% 10% 9 Every customer unhappy 90% 20% 8 Almost every customer unhappy 80% 30% 7 Most customers unhappy 70% 40% 6 Half of customers unhappy 60% 50% 5 Few customers unhappy 4 Almost no customers unhappy 3 No Customer Impact Severe Cost Impact 2 Moderate Cost Impact 1 Minimal Cost Impact *One way to make the scoring more meaningful is to assign impacts that are more likely to matter to the product. <CLICK>
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Opportunity (Likelihood) Detection (Likelihood)
Establishing Scoring Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation Score Severity (Impact) Opportunity (Likelihood) Detection (Likelihood) 5 Every customer unhappy Always Happens Never Notices 4 Most customers unhappy Often Happens Rarely Notices 3 Few customers unhappy Sometimes Happens Sometimes Notices 2 No Customer Impact Cost Impact Rarely Happens Often Notices 1 No Impact Never Happens Always Notices *Even more useful is to simplify them to the extent possible. <CLICK>
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Analyze Risks Understand Ideal Outline Process Assess Risk
Develop Mitigation Implement Mitigation Step # Step Failure Mode Severity (S) Opportunity (O) Risk (S x O) 10 Collect Ingredients 11 Select bread Wrong type 4 3 12 Wrong brand 2 Stale 5 15 Damaged 16 Select peanut butter 6 Spoiled ⁞ 30 Spread Peanut Butter Too much 8 Not enough Not evenly spread 9 Torn bread 60 Assemble Sandwich Wrong orientation Smashed 80 Inspect Not inspected Wrong standard * Once a scoring scheme is determined, assign scores to each failure mode. Risk has not been assessed and assigned. * Based on this scoring, the biggest risks are Damaged Bread, Not Enough PB, and Not Inspected. <CLICK>
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Understand Ideal Outline Process Assess Risk Develop Mitigation
Implement Mitigation * With the risk clearly understood, mitigation methods can be determined. <CLICK>
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Plan Mitigation Understand Ideal Outline Process Assess Risk
Develop Mitigation Implement Mitigation Step # Step Failure Mode Severity (S) Opportunity (O) Risk (S x O) Detectability (D) Risk Priority (SxPxD) 10 Collect Ingredients 11 Select bread Wrong type 4 3 12 2 16 Wrong brand Stale 5 15 30 Damaged 1 Select peanut butter 48 6 36 Spoiled 40 ⁞ Spread Peanut Butter Too much 8 Not enough 80 Not evenly spread 9 18 Torn bread 60 Assemble Sandwich Wrong orientation Smashed 24 Inspect Not inspected Wrong standard * With Risk scored, a direction for improvement can be chosen. However, there is a chance that we can mitigate some of this risk simply by detecting the issue before it causes customer dissatisfaction. <CLICK> * When the Detection is included, a different set of priorities are found. Because of Detection, we find that the biggest risk to customer satisfaction becomes “Not Enough PB”. The point is to put the mitigation where it does the most good to reduce Risk.
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Process Controls Remove Substitute Engineer Administer Manage
Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation Remove Substitute Engineer Risk mitigation can be accomplished via various options, some more likely to be successful than others. <CLICK> Remove – remove the risk completely. Example: Keep only white bread on hand. Eliminate blanks in a form. *Substitute – replace the risky process with a process that has lower risk. Example: Replace jarred peanut butter and jelly with premeasured packets. Replace blanks with check boxes. *Engineer – develop gaging and poka yokes to make failure less likely. Example: Place bread in a box that only opens when the desired bread is needed. Use computerized form completion. *Administer – create policies, work instructions, signs, etc. to prevent risk. Example: Placing bread in designated spots. Example forms. *Manage – strictly oversee operation to prevent risk. Example: Watch each sandwich being made. Have reception personnel complete form. Talk about the AMS issue where each 2 employees had a supervisor, each 2 supervisors had a manager, each 2 managers had a Toyota QE. Administer Manage
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Spread to within ¼” of crust
Risk Control Understand Ideal Outline Process Assess Risk Develop Mitigation Implement Mitigation Step # Step Name Characteristic Tool Standard Reaction Plan 10 Collect Ingredients 11 Select Bread Brand Visual (Label) Wonder Notify manager Type White Stale Touch No hard surface Open new loaf Damaged Visual No deformity Select new slice 12 Select peanut butter Jiff Notify Manager Customer request Make new sandwich Spoiled No separation of oil Open new jar ⁞ 30 Spread Peanut Butter Wrong quantity Measuring spoon 1 tbs ± ¼ tbs Not evenly spread Edge Guide Spread to within ¼” of crust Torn bread No damage to slice Make new slice 60 Assemble Sandwich Orientation Align crusts Adjust Smashed Not crushed 80 Inspect Not inspected Audit 100% Wrong standard Standard PBJ-002 Rev 3 *Taking into mind the severity of the risk and the highest possible mitigation, determine mitigation methods and tools to mitigate each of the failure modes. <CLICK>
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Understand Ideal Outline Process Assess Risk Develop Mitigation
Implement Mitigation Once mitigation has been determined, implementation can occur. <CLICK>
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Process Controls Understand Ideal Outline Process Assess Risk
Develop Mitigation Implement Mitigation Removal: Only white bread will be stocked. Replacement: Premeasured packages of Jelly Engineering: Measuring spoon and edge gauge to ensure proper amount and spreading of PB Administrative: Work instruction and model. <CLICK>
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Summary Understand Ideal Outline Process Assess Risk
Develop Mitigation *Design drives the process. <CLICK> *Process drives the risk analysis. *RA drives risk mitigation plan. *Mitigation plan drives tools and procedures. *Each step should tie backward through the process, with a clear step-by-step chain. For any given tool or procedure, a risk should be mitigated. *For each mitigation, there should be an identified and quantified risk that was identified in a define process. *The numbering is important to go through the process. *Finally, the process should feed back to the design to further mitigate process issues and to prevent them from being repeated in future designs. Implement Mitigation
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