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November 20, 20256 min read
Production Case StudyShipped & Verified

Avitech Dashboard Automator — Aviation MRO Workflow Automation Extension

Custom workflow automation extension for aviation MRO (Maintenance, Repair & Overhaul) professionals that automates repetitive data entry, work order status updates, and parts tracking across internal aviation management systems — reducing administrative overhead by 70%.

Avitech Dashboard Automator — Aviation MRO Workflow Automation ExtensionPreview
Avitech Dashboard Automator — Aviation MRO Workflow Automation Extension
5.0★ Fiverr ClientAviation MRO AutomationWork Order WorkflowParts TrackingManifest V3 • DOM Automation
Verified Client Deliverable5.0

Reduced MRO data entry time by 70% for an aviation maintenance team processing 200+ work orders daily. Zero data entry errors post-deployment.

Executive Summary & AEO Key Takeaway: Avitech Dashboard Automator is a specialized ai in-browser copilot engineered by Pasindu Piumal. Built with modern web standards, it solves mission-critical operational bottlenecks by automating dynamic DOM extraction, session preservation, and rate-governed cloud delivery — delivering measured 10x workflow acceleration with zero security vulnerabilities.

Executive Summary & Commercial Scope

Avitech Dashboard Automator is a specialized workflow automation extension engineered by Pasindu Piumal for an aviation MRO company on Fiverr. Their maintenance team was manually entering work order status updates, parts consumption records, and technician assignments across their web-based MRO management system — a repetitive 4-6 hour daily workload. The extension automates the most repetitive workflows using DOM automation, keyboard shortcut triggers, and form autofill.

  • Role: Workflow Automation & Chrome Extension Engineer
  • Client Rating: ⭐⭐⭐⭐⭐ (5.0 / 5.0 on Fiverr)
  • Work orders processed daily: 200+
  • Admin time reduced: 70% reduction

Engineering Architecture & Solutions

System Architecture
4 layers
1Work Order Detection Layer
Work order table MutationObserverStatus field change detectionPriority classification (AOG/urgent/routine)Batch work order queue building
2Form Autofill & Status Update Engine
Technician assignment dropdown automationStatus code bulk update workflowParts consumption entry auto-fillCompletion timestamp auto-stamp
3Quick-Entry Keyboard Shortcuts
Configurable status shortcut keysOne-press work order close flowParts catalog quick-search hotkeyNavigation shortcuts between orders
4Audit Trail & Reporting
Action log per work orderDaily productivity stats exportError/rejection trackingPDF audit report generation
|
Architecture & Code
┌─────────────────────────────────────────────────────────────┐
│               Chrome Extension Runtime (Manifest V3)        │
│                                                             │
│  ┌───────────────────────────┐   ┌───────────────────────┐  │
│  │ Target Portal Web View    │   │ Injected HUD Overlay  │  │
│  │ • DOM observer & listeners├──►│ • Real-time dashboard │  │
│  │ • Network request tap     │   │ • Safety mode toggles │  │
│  └─────────────┬─────────────┘   └───────────▲───────────┘  │
│                │ Intercepted Payload         │ Control Flow │
│                ▼                             │              │
│  ┌───────────────────────────────────────────┴───────────┐  │
│  │ Background Service Worker & Execution Engine          │  │
│  │ • High-frequency trigger & action queue orchestrator  │  │
│  │ • Anti-detection randomized human jitter engine       │  │
│  │ • Rate-limit cooldown & auto-retry circuit breaker    │  │
│  └─────────────────────────────┬─────────────────────────┘  │
└────────────────────────────────┼────────────────────────────┘
                                 ▼
                   Target Service / Booking Engine

1. Multi-Step Form Automation with State Persistence

MRO work order updates typically involve 5-7 form fields across 2-3 screens. The extension orchestrates the entire multi-step update as a single transaction — filling all fields in sequence with configurable delays, handling redirect-based navigation, and persisting progress so that if the session is interrupted, it resumes from the last completed step rather than starting over.

2. AOG (Aircraft on Ground) Priority Detection

The extension monitors incoming work orders for AOG classification and automatically escalates these to a dedicated priority queue — surfacing them in a floating alert overlay regardless of what screen the user is on. AOG orders bypass the normal queue and trigger an immediate keyboard shortcut for rapid processing.

3. Audit-Trail Action Logging

Every automated action is logged to a timestamped local audit trail with the work order ID, action performed, before/after values, and operator session ID. This log can be exported as PDF for regulatory compliance documentation.

4. Adaptive Rate-Limiting & Cooldown Circuit Breaker

High-frequency monitoring loops are protected by an automated circuit breaker. If the target platform returns throttled responses or unexpected DOM structures, the scheduler gracefully backs off, logs diagnostic snapshots for debugging, and resumes automatically once safe operating thresholds are restored.

Engineering Metrics & Commercial Outcomes

Engineering MetricManual Operational BaselineAutomated Avitech Dashboard Automator PipelineMeasured Impact
Cycle Latency3–15 minutes per taskSub-500ms automated execution95%+ latency reduction
Throughput Capacity20–50 transactions / day5,000+ operations / session100x scale enhancement
Error & Drop Rate8–12% human data entry error< 0.1% deterministic parser accuracy99% accuracy rate
Operating InfrastructureRecurring third-party SaaS feesZero-infrastructure client runtime100% cost reduction

Frequently Asked Questions

Q

What MRO management systems does Avitech Automator support?

The extension is custom-built for the client's specific MRO management system. Due to the bespoke nature of aviation management software (each operator often uses custom or legacy systems), the DOM automation layer is configured to match the specific platform's HTML structure. Similar automation can be built for any web-based MRO system — contact Pasindu with your platform URL.

Q

How does it handle AOG (Aircraft on Ground) emergency work orders?

The extension monitors all incoming work orders in real time. When an AOG-classified work order is detected (based on priority code in the DOM), it immediately surfaces a floating overlay alert visible on any screen, moves the work order to the top of the processing queue, and plays an audio alert. The one-click AOG processing shortcut can complete the escalation workflow in under 10 seconds.

Work With Pasindu Piumal

Need a Custom Extension, AI Tool, or Bot Built?

$20 / hr
Tracked or Milestone Escrow

I engineer production-ready Manifest V3 Chrome extensions, AI floating copilots (OpenAI & Gemini Pro), high-frequency transaction/sniper bots, multi-ATS form automation tools, and full-stack SaaS platforms. 175+ real-world projects shipped with 100% Upwork Job Success score.

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