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
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 Metric | Manual Operational Baseline | Automated Avitech Dashboard Automator Pipeline | Measured Impact |
|---|---|---|---|
| Cycle Latency | 3–15 minutes per task | Sub-500ms automated execution | 95%+ latency reduction |
| Throughput Capacity | 20–50 transactions / day | 5,000+ operations / session | 100x scale enhancement |
| Error & Drop Rate | 8–12% human data entry error | < 0.1% deterministic parser accuracy | 99% accuracy rate |
| Operating Infrastructure | Recurring third-party SaaS fees | Zero-infrastructure client runtime | 100% cost reduction |
Frequently Asked Questions
QWhat 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.
QHow 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.
