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AI Innovation : Dynamic Graph Automation Using Playwright and GPT-4 Vision
Objective
The goal is to automate the validation of chart data (e.g., bar and line charts) rendered via <canvas> elements. These charts are typically inaccessible via standard DOM selectors, so we use AI to visually extract and compare data against source values from Excel files or API response
Validates charts even without DOM access
Enables testing of visual business KPIs (e.g., spend, pricing trends)
Easily scales across apps using similar charting libraries
Reduces reliance on fragile CSS selectors or internal JS objects
Bridges the gap between visual UI and backend accuracy
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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