Harvest & intake consistency
Track moisture, grade, and defect rates across fields, varieties, and receiving windows. Spot when a supplier or shift is drifting before it hits the customer.
JW Engineering Solutions LLC
Practical quality engineering for agriculture and beyond
Growers, packers, and ag processors face the same quality playbook as any plant floor — monitor the process, map the defect, design the experiment, isolate the component, and cascade from symptom to root cause. Our practice is led by a Six Sigma Master Black Belt and Certified Quality Engineer with 25+ years of hands-on experience and 300+ engineers trained and coached on the floor and in the lab. In our experience, roughly 95% of manufacturing and quality issues respond to that small method set. ProCalc Toolset Suite encodes it as user-friendly workflows with step-by-step guidance — not generic charting or another spreadsheet. Demo any tool free for 20 minutes, then license the full suite for your team.
No subscription. 3-year access per license. All computation runs in your browser — your data stays on your device.
In agriculture, small shifts in moisture, grade, or line performance can erase margin fast — and buyers remember the season you missed spec. ProCalc Toolset is built to make those shifts visible early: monitor intake and process data, map where defects cluster, run focused experiments, and document root-cause work your customers and auditors can follow. We lead with agriculture because growers, packers, and processors need that rigor without a statistics degree — the same structured playbook that stabilizes a plant line, applied where weather, variety, and supplier mix constantly change the game.
Track moisture, grade, and defect rates across fields, varieties, and receiving windows. Spot when a supplier or shift is drifting before it hits the customer.
Run charts and capability studies on line speeds, weights, temperatures, and rework. Keep seasonal ramp-ups from turning into silent capability loss.
When a spike hits — bruising, foreign material, off-spec moisture — use guided workflows to isolate equipment, material, method, or environment without losing the trail.
These workflows are not crop-specific. Wherever measurable variation affects safety, yield, or compliance, the same pattern applies — including food and beverage, medical device, and aerospace production.
Follow the master problem-solving workflow — nine stages from problem definition through verification. License the full suite to give your team every tool; demo any tool free before you buy.
Master workflow from problem definition through measurement, confirmation, analysis, documentation, and verification — follow the stages in order for structured investigations.
Clearly define the problem and quantify its impact so resources are directed to the right project.
Define the problem with 5W2H fields, build a recommended description, and publish a printable quality alert with photos, training sign-off, and operator instructions.
Included with full suiteHelps quantify the impact of the problem and is instrumental in project selection — scrap, rework, warranty, and appraisal dollars.
Included with full suiteExploratory tools to narrow where the team should investigate — especially for transactional and spatial defects.
Exploratory tool to narrow focus — cascade from error-state through measurement, process, and control splits.
Included with full suiteCritical for transactional issues — build process flow charts with drag-and-drop steps and export for team review.
Included with full suiteInstrumental in determining where to focus within the process — zone defects on a part image and run Pareto by zone.
Included with full suiteBuild an Ishikawa 6M fishbone to brainstorm cause branches after the problem is scoped and focus is narrowed.
Included with full suiteConfirm variable and attribute measurement systems before trusting the data.
Crossed or nested ANOVA gage study — repeatability, reproducibility, % study variation, tolerance, and ndc.
Included with full suiteGo/no-go gage agreement study: repeatability, reproducibility, and effectiveness percentages with scorecard.
Included with full suiteAnswer “how many parts?” for capability studies, t-tests, and proportion estimates with clear assumptions.
Included with full suiteMonitor process behavior with control charts before deeper analysis.
Upload CSV/Excel, control limits, and interactive process charts to confirm stable process behavior.
Included with full suitep, np, u, and c charts for defectives and defects — paste subgroup counts, get limits, and flag out-of-control points.
Included with full suiteTest distributions and model univariate failure or warranty behavior.
Goodness-of-fit and test of independence — observed vs. expected counts with χ² contributions and contingency tables.
Included with full suiteUnivariate failure-time modeling by days or mileage — distribution fit, expected failure %, and probability plots.
Included with full suiteBuild probability plots, boxplots, histograms, interval plots, and dotplots from a table or CSV.
Included with full suitePlot every measurement across nested factor groups — CSV import, auto layout, and rotate factors for alternate views.
Included with full suiteClassic multi-vari study — all points, within-cell ranges, mean connectors, CSV template, and factor layout rotation.
Included with full suiteIsolate critical components and screen characteristics across conforming vs. non-conforming units.
Validate baseline performance delta, then isolate critical components with single pairwise exchanges.
Included with full suiteScreen characteristics for separation between extreme conforming and non-conforming units using Tukey end-count rules.
Included with full suiteModel relationships, design experiments, and test hypotheses with structured statistical tools.
Analyze trends and relationships with scatter plots, fitted lines, R², and prediction intervals.
Included with full suiteDesign and analyze experiments efficiently — factorial plans, effects, and optimization.
Included with full suiteFit models with multiple predictors — coefficients, VIF, t-tests, and residual diagnostics.
Included with full suite2-sample T, paired T, and 1-way ANOVA — compare groups with normality checks and automatic test selection.
Included with full suiteSimulate factor variation through a regression equation — project DPMO, out-of-spec rate, and output histogram with USL/LSL.
Included with full suiteDrive to systemic root cause, document learnings in FMEA and control plans, update audits, and close with 8D/A3.
Critical to drive down to systemic root cause — Specific, Detection, and Systemic Why chains with export for 8D/A3.
Included with full suiteDocument all learnings — RPN tables with severity/occurrence/detection scales and action tracking.
Included with full suiteDocument all learnings — OEM-ready control plans from process steps, characteristics, and reaction plans.
Included with full suiteAdd learnings to the audit template — layered process audits with scoring, NC tracking, and weekly workflow.
Included with full suiteDocument process and findings — build complete 8D and A3 reports; submit to the customer when needed.
Included with full suiteConfirm process capability and prove containment or sort effectiveness.
Capability study — Cp/Cpk/Ppk with histogram and plain-language interpretation from pasted data.
Included with full suiteConfirm a sort or containment with exact binomial confidence, or size the sample to prove the reject rate beat a target.
Included with full suiteOpen the suite to demo tools or purchase a full-suite license.
Full suite
$27,850$8,500
3-year access to all 30 tools — save $19,350 (69% off catalog value).
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JW Engineering Solutions also offers coaching and workshop-style training on statistical problem solving — on a limited basis while balancing a full-time role. Software licenses are the primary offering; inquire if you need a short engagement to kick off a plant team.
Inquiries: jwalker0188@outlook.com · 734-277-1214
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