QA360 - Sell Project

QA360 is a comprehensive desktop platform built for employers, quality assurance teams, and operations leaders to monitor, score, and improve quality performance across teams, processes, or departments.Designed using Electron (Node.js + React), it provides a unified interface for auditing, analytics, scoring, and reporting, blending automation, AI insights, and human feedback to help organizations ensure consistent service and product quality.The app is suitable for:Call centers & BPOsManufacturing & logisticsHealthcare or compliance-based teamsService operations with QA review processes⚙️ Core DescriptionQA360 centralizes quality operations by collecting and visualizing quality scores, audits, incidents, and performance metrics in real time. Its AI-assisted scoring and predictive insights reduce human bias, while automated reporting and dashboards simplify oversight.The goal is to replace disjointed spreadsheets, manual scoring sheets, and scattered QA documentation with a single source of truth for all quality-related data.🚀 Key Features & Capabilities1. Role-Based Login & Dashboard AccessMulti-user system with secure authentication (JWT).Role types:Admin: full access, settings, and reporting.Manager: view dashboards, approve audits, and assign reviewers.QA Agent: perform audits, submit evaluations, log incidents.Optional two-factor authentication.2. Real-Time Quality DashboardPurpose: Give leadership instant visibility into the organization’s QA health.Functions:Displays KPI cards (e.g., Average QA Score, Defect Rate, MTTR).Interactive charts for quality trends over time.Drill-down view by team, product, or location.Visualized metrics with Recharts/Chart.js: line, bar, pie, and heatmap visualizations.Example Widgets:“Top Performing Teams”“Frequent Incident Categories”“Quality Trends by Date Range”3. QA Scoring Engine (Manual + AI-assisted)Purpose: Standardize evaluation scoring across reviewers and audits.Functions:Create custom QA scorecards (with weighted metrics).Support for auto-calculated scores based on inputs (accuracy, timeliness, compliance).AI scoring assistant analyzes notes to suggest final ratings.“Consistency Checker” ensures calibration across auditors.Save and edit past evaluations with version control.Example Use Case: Agent: John Doe Metrics: Accuracy 92%, Timeliness 80%, Compliance 100% Calculated Score = 0.4*92 + 0.3*80 + 0.3*100 = 90.44. Incident & Defect ManagementPurpose: Capture, categorize, and track quality issues from discovery to resolution.Functions:Log incidents with metadata (severity, type, team, description).Auto-link related incidents by keyword or team.Incident lifecycle: Open → In Progress → Resolved → Verified.Visual dashboards for incident frequency and recurrence.Predictive “Hotspot Alerts” – highlights recurring defect sources.5. Audit & Compliance TrackerPurpose: Automate recurring quality audits and ensure regulatory compliance.Functions:Create custom audit checklists.Assign audits to teams or individuals.Track completion status, overdue audits, and compliance scores.Auto-generated audit summary PDFs.Integration with external compliance systems (via API).6. AI-Driven Analytics & PredictionsPurpose: Provide predictive insights for decision-making.Functions:Machine learning model (TensorFlow.js) detects quality volatility.Forecasts performance dips or emerging risk areas.Suggests corrective actions (“Re-train Team B”, “Increase sampling rate”).Detects anomalies when QA variance exceeds configured thresholds.7. Custom Reports & ExportingPurpose: Simplify data sharing and executive reporting.Functions:Auto-generate PDF, CSV, or Excel summaries of QA data.Include charts, team comparisons, and improvement recommendations.Scheduled report generation (daily, weekly, monthly).Custom templates for client or audit board submissions.8. Notifications & AlertsPurpose: Ensure timely follow-up and awareness.Functions:System tray notifications for QA anomalies.Email/SMS alerts for overdue audits or high-severity defects.Configurable thresholds (e.g., “Alert if average QA score < 85%”).Integration with Slack or Teams for instant notifications.9. Integration LayerPurpose: Seamlessly blend into existing business systems.Supported Integrations:CRM/ERP (Salesforce, Zoho, HubSpot) – to sync employee or process data.HR systems – to associate QA data with employee profiles.Ticketing tools (Jira, Zendesk) – to log incidents automatically.APIs for custom connections – REST or WebSocket.10. Data Storage & SecurityPurpose: Protect QA data while enabling local and hybrid storage.Functions:Local SQLite database (AES-256 encrypted).Optional cloud sync for multi-device data continuity.Encrypted export files (PDFs with password).Audit log for every modification (user, timestamp, change summary).Auto-backups with rollback capability.🧮 Analytical Metrics & KPIsCategoryMetricsQualityAverage QA Score, Error Rate, Compliance %, Audit Pass %, Rework RateProductivityReviews Completed, MTTR (Mean Time to Resolution), Sample SizeRiskDefect Frequency, Anomaly Index, Incident Reopen RateEngagementReview Accuracy, Calibration Variance, Feedback Action Rate💻 Technical CharacteristicsComponentDescriptionFrameworkElectron + React (Frontend), Node.js (Backend)DatabaseSQLite (encrypted, lightweight, fast queries)Frontend LibrariesTailwindCSS, Recharts, Axios, React RouterBackend LibrariesExpress, PDFKit, bcrypt, jsonwebtokenSecurityAES encryption, JWT auth, role-based accessAI/MLTensorFlow.js for anomaly detection & predictive scoringReport GenerationPDFKit and CSV export modulesNotificationsNodeMailer + system tray alertsStorageLocal persistent data; optional cloud sync via REST🧠 Business BenefitsConsolidates QA data across all departments.Eliminates manual reports with automated insights.Ensures consistency through standardized scoring systems.Improves decision-making with predictive analytics.Enhances accountability with audit logs and secure access.