{"title":"Quality Tools and Risk Management","description":"\u003cp data-start=\"1080\" data-end=\"1315\" class=\"PDq2pG_selectionAnchorContainer\"\u003eStrengthen your quality and analytical skills with practical training resources focused on data-based decision-making, risk analysis, and process improvement. This collection includes technical topics such as Basic Statistics and FMEA.\u003cspan aria-hidden=\"true\" class=\"PDq2pG_selectionAnchor\"\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"1317\" data-end=\"1518\"\u003eThe materials are designed for quality professionals, engineers, auditors, supervisors, and trainers who need clear, practical, and editable resources for internal training or professional development.\u003c\/p\u003e","products":[{"product_id":"digital-product-4","title":"BASIC STATISTICS DATA EVALUATION — TRAINING DECK + CASE STUDY","description":"\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eMost operational decisions are still made on opinion and habit. This complete quality fundamentals course teaches your team to read the data a process actually produces — summarize it, question it, and turn it into a decision they can defend. No statistics background needed: it's built from scratch, in plain language, and every module ends by applying the method to a real plant-capacity problem.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003ePerfect for continuous-improvement and Lean practitioners, quality and operations people, team leaders, trainers, and any manager who has to justify a call with evidence rather than a hunch.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHAT YOU GET\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Training slides (PPTX): a guided 5-module deck that builds it up from scratch —\u003cspan style=\"mso-spacerun: yes;\"\u003e  \u003c\/span\u003etypes of data, graphical analysis, descriptive statistics, and sampling,\u003cspan style=\"mso-spacerun: yes;\"\u003e  \u003c\/span\u003einference \u0026amp; decision making, with a hands-on checkpoint after every module.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- A real case study (DOCX + PDF): \"Meridian Assembly\" — a full plant-capacity investigation you solve with the exact method taught in the course, complete with facilitator answers and model conclusions.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- The data set (XLSX): 40 weeks of daily throughput on two parallel assembly lines — the same data used in the case study, ready to graph and analyze in Excel or any statistics tool.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eFIVE MODULES, ONE CLEAR PATH\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e1 - Types of Data: numerical vs categorical, discrete vs continuous, nominal vs ordinal — and how the question you ask decides the distribution you expect (binomial, Poisson, normal).\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e2 - Graphical Analysis: the four essential charts — histogram, Pareto, box \/ individual-value plot and run chart — and how to read a trend from a shift.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e3 - Descriptive Statistics: location (mean, median, mode), spread (range, variance, standard deviation, coefficient of variation) and shape (skewness and kurtosis).\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e4 - Sampling, Inference \u0026amp; Decision Making: sample vs population, confidence intervals, how much to sample and how, and turning an inference into a \"act now or wait\" decision.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e5 - Wrap-up: consolidate the method and connect it back to daily work.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eA METHOD THAT STICKS: READ → DESCRIBE → DECIDE\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Read: recognize the data type and choose the right analysis for it.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Describe: summarize performance with the right graph and a few key statistics.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Decide: use the summary — and its uncertainty — to act, or to wait, on purpose.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eTHE RUNNING CASE STUDY — MERIDIAN ASSEMBLY\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eYou manage a newly acquired final-assembly plant facing 10% demand growth — beyond anything it has handled before — and capacity is the biggest risk to the plan. Using 40 weeks of daily throughput from two parallel lines, you classify the data, chart it, summarize it and draw an inference. The run chart reveals a clear upward shift on line A right when a 5S Lean pilot began — about a 7% lift in daily output — pointing straight to a testable way to move capacity toward the forecast. Learners reach the conclusion themselves; the facilitator answers are included for you.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHY TEAMS LOVE IT\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Fact over opinion: ground operational decisions in evidence, not habit.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- The right chart, every time: match the graph to the kind of data you hold.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Read the numbers: location, spread and shape without the jargon.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Signal vs noise: know when a change is real and when to wait.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- A real problem, not a toy example: practice on a live plant-capacity case.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- No background needed: built from scratch; anyone on the team can follow.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Fully editable: adapt the deck, the case study and the data set to your world.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Instant download: get everything the moment you buy.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHAT'S IN THE DOWNLOAD\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Training deck — .pptx (5 modules, fully editable)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Meridian Assembly case study — .docx (with facilitator answers)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Throughput data set — .xlsx (40 weeks, two lines)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003ci\u003eInstant digital download. For personal and in-company training use.\u003c\/i\u003e\u003c\/p\u003e","brand":"Quality and Lean Hub","offers":[{"title":"Default Title","offer_id":46819537846445,"sku":null,"price":499.0,"currency_code":"MXN","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0774\/6971\/2557\/files\/01_hero_ec2131d5-417f-4164-8a4f-a1fba43a008d.png?v=1783772747"},{"product_id":"digital-product-6","title":"FMEA — FAILURE MODES \u0026 EFFECTS ANALYSIS","description":"\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eFMEA — FAILURE MODES \u0026amp; EFFECTS ANALYSIS · TRAINING DECK + REFERENCE GUIDE + WORKSHEET\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eMost problems are cheaper to fix on paper than on the line. This complete risk-management toolkit teaches your team to find how a design or process could fail — before it fails for real — and to prioritize the risks worth acting on. No background needed: it's built from scratch, in plain language, and you can start your first FMEA the same day.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003ePerfect for quality and reliability engineers, continuous improvement and operations people, design and manufacturing engineers, project managers, and anyone responsible for getting ahead of risk in a product or a process.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHAT YOU GET\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Training slides (PPTX): a guided Module 3 deck that builds it up from scratch, the foundations of risk, the two forms (Design vs Process FMEA), the full 10-step process, acting on risk, and a complete worked example.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Reference guide (DOCX): a companion guide with full Severity, Occurrence and Detection 1–10 scales, the 6M cause checklist, the ALARP model and the mistake-proofing hierarchy — keep it beside the worksheet as you score.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- FMEA worksheet (XLSX): a ready-to-use template — log each failure mode, score Severity, Occurrence and Detection, and the RPN calculates automatically. Includes analysis, action and re-analysis columns plus a ranking-scales sheet.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eTHE 10-STEP PROCESS\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eSteps 1–6 build and score the risk; steps 7–10 reduce it and keep it controlled.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e1. Structure — list each item, function or process step (the rows).\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e2. Failure modes — every way each item could fail.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e3. Effects \u0026amp; Severity — the worst-case consequence, rated 1–10.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e4. Causes \u0026amp; Occurrence — why it happens (the 6M), rated 1–10.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e5. Controls \u0026amp; Detection — what prevents or detects it, rated 1–10.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e6. Risk Priority Number — RPN = Severity × Occurrence × Detection.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e7. Actions — agree changes that lower Severity, Occurrence or Detection.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e8. Re-analysis — re-score after actions for a revised RPN.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e9. Team review — accept the residual risk, or act further.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e10. Monitor — keep the FMEA a living document across the lifecycle.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eSCORE THE RISK — RPN = S × O × D\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eRate three things one to ten — how bad the effect is (Severity), how often the cause happens (Occurrence), and how likely you are to catch it (Detection) — and multiply them. There is no universal \"acceptable\" RPN: sort the FMEA from highest RPN downward and work down the list.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003ePro tip inside: prevent before you detect. Error-proofing (poka-yoke) that removes a mistake at source beats an active warning, which beats a downstream inspection.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eA WORKED EXAMPLE YOU CAN FOLLOW\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eA Process FMEA for baking bread. On the \"Weighing\" step, a contaminated container could make a customer unwell — Severity 10 × Occurrence 5 × Detection 7 = RPN 350. After defining a hygiene process and a pre-use check, Occurrence falls to 2 and Detection to 3, cutting the RPN to 60 — almost six-fold — without a redesign. The same example ships inside the worksheet so you can see a finished FMEA.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHY TEAMS LOVE IT\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Fail on paper first: find how something could fail before it fails for real.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Prioritize, don't guess: rank by RPN and tackle the biggest risk first.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Prevent, not just detect: choose controls that stop the problem at source.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Design or process: one method works for products and processes alike.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Consistent scoring: full 1–10 Severity, Occurrence and Detection scales.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Ready-to-use worksheet: auto-RPN, actions and re-analysis, adaptable to anything.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- No background needed: built from scratch; anyone can follow.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Instant download: get all three files the moment you buy.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHAT'S IN THE DOWNLOAD\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Training deck — .pptx (Module 3, fully editable)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Reference guide — .docx (with the full S \/ O \/ D ranking scales)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x FMEA worksheet — .xlsx (auto-RPN, worked example \u0026amp; ranking scales)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003ci\u003eInstant digital download. For personal and in-company training use.\u003c\/i\u003e\u003c\/p\u003e","brand":"Quality and Lean Hub","offers":[{"title":"Default Title","offer_id":46819956752557,"sku":null,"price":549.0,"currency_code":"MXN","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0774\/6971\/2557\/files\/FMEA_01_hero.png?v=1783812142"}],"url":"https:\/\/qualityandleanhub.myshopify.com\/collections\/quality-tools-and-risk-management.oembed","provider":"Quality and Lean Hub","version":"1.0","type":"link"}