AQL Sampling Dashboard is a QC tool for calculating inspection sample size, code letter, acceptance number, rejection number, and Accept / Reject decisions for factory quality inspection.
The project helps quality inspectors and factory teams make sampling decisions more consistently using AQL logic.
TH: เครื่องมือนี้ช่วยทีม QC คำนวณจำนวนตัวอย่างและตัดสิน Accept / Reject ได้เร็วขึ้น ลดการเปิดตารางด้วยมือ และช่วยให้การตรวจสินค้าเป็นระบบมากขึ้น
Quality inspection teams often rely on printed tables, manual lookup, or individual experience when applying AQL sampling. This can lead to inconsistent decisions, slower inspection work, and unclear records for audit or customer review.
A simple digital dashboard helps inspectors select the right sampling plan and communicate results more clearly.
- Support practical AQL sampling decisions.
- Reduce manual lookup work for inspectors.
- Provide a simple dashboard for QC training and demonstration.
- Help factories standardize inspection decisions before shipment or supplier acceptance.
- QC inspectors
- QA / QC managers
- Incoming quality control teams
- Final inspection teams
- Supplier quality teams
- Factory audit preparation teams
- Consultants supporting quality-system improvement
- AQL level selection
- Inspection level selection
- Lot size and sample size calculation
- Code letter lookup
- Acceptance and rejection number calculation
- Real-time Accept / Reject decision
- Industry presets and recommended inspection settings
- Inspection history for basic trend review
- CSV / PDF export support
- Bilingual Thai / English interface
- Offline-capable single-page web app
- HTML
- CSS
- JavaScript
- jsPDF
- GitHub Pages
This project can be used as a practical demonstration in quality-system consulting, QC training, supplier inspection planning, and customer-audit preparation.
Example consulting use cases:
- QC sampling training
- Incoming inspection setup
- Supplier quality review
- Customer audit readiness
- Digital QC workflow demonstration
Prototype / MVP
The tool is suitable for demonstration, training, and early workflow use. It is not a validated enterprise QC system and does not include user accounts, controlled master data, database storage, approval workflow, or production audit controls.
Live Demo: https://thesor55.github.io/aql-sampling-dashboard-/
- Add clearer standard-reference notes and versioning.
- Add downloadable inspection report templates.
- Add controlled inspection-history storage.
- Add user roles for inspector and reviewer.
- Add database-backed records for production use.
This tool is a prototype for QC training and workflow demonstration. Users should confirm sampling requirements against applicable standards, customer requirements, and internal quality procedures before using results for official inspection decisions.
QC sampling calculator that helps inspectors choose sample size and make Accept/Reject decisions using AQL logic.
iso esg carbon-footprint cfo cfp factory-dashboard audit-checklist sustainability smart-factory thai-sme github-pages