Live App
Standard Deviation Calculator
Enter a sample data set, calculate the standard deviation instantly, and review the mean, variance, and calculation method in one place.
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Interactive Tools for Quality and Process Improvement
This section is for practical utilities your team can use without rebuilding spreadsheets every time. Each app lives on its own page so the library can grow into a useful set of calculators, converters, and decision-support tools.
Live App
Process Capability Helper
Enter a process mean, standard deviation, and specification limits to calculate Cp, Cpk, Cpu, and Cpl with an immediate capability interpretation.
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Sigma Level and DPMO Suite
Convert counts or direct defect-rate inputs into DPU, DPO, DPMO, DPM, sigma level, RTY, Z-score, and comparison-ready quality summaries.
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Hypothesis Testing Quick Tester
Run practical t-tests, one-way ANOVA, and chi-square tests with p-values, confidence intervals, effect sizes, and manufacturing-specific decision presets.
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Takt Time Optimizer
Convert demand, available time, and OEE assumptions into takt, realistic takt, hourly output, cycle-gap analysis, and product-family balancing guidance.
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OEE Calculator and Loss Analyzer
Calculate OEE with Availability, Performance, and Quality breakdowns, rank the Six Big Losses, simulate one loss-category improvement, and save runs for trend review.
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Cycle Time vs. Takt Gap Analyzer
Compare station cycle times to takt, find the bottleneck, estimate total lead time, view a Yamazumi-style chart, and simulate balancing by dragging stations into a new order.
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Cost of Poor Quality Estimator
Estimate total COPQ, COPQ as a share of revenue, internal vs. external failure costs, sigma-linked defect levels, and improvement-project ROI.
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Kaizen Savings and ROI Calculator
Convert before-and-after Kaizen metrics into annualized savings, payback, ROI, sigma-shift equivalent, and a saved portfolio dashboard for multiple projects.
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Inventory and Waste Cost Simulator
Estimate annual holding cost, Lean savings from inventory and lead-time reduction, and a Kanban quantity recommendation based on demand variability.
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FMEA RPN and Action Priority Tool
Calculate RPN and Action Priority, simulate before-and-after mitigation effects, and sort a full FMEA module by risk.
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Sample Size and Confidence Calculator
Calculate required sample size for capability studies, audits, and inspections, then build an AQL-based incoming quality sampling plan.
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Control Limits Generator
Generate control limits for X-bar/R, p, np, c, and u charts with live previews, operator data grids, and Western Electric rule alerts.
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Poka-Yoke Effectiveness Estimator
Compare before-and-after error rates, estimate mistake-proofing effectiveness, and identify the most likely Poka-Yoke category.
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Tolerance Stack-Up Analyzer
Combine multiple component tolerances using worst-case or RSS methods, estimate assembly capability impact, and optionally run a Monte Carlo simulation.
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DOE Quick Planner
Define factors and response goals, get a recommended factorial screening design, estimate runs and power, and generate a randomized 2-level matrix.
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Multi-Metric Manufacturing Dashboard
Enter one production data set and view interconnected takt, OEE, sigma level, yield, DPMO, and COPQ insights on a single page.
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