Advanced Survey Feature Toolkit
LokSpandan AI is custom engineered to run 100% serverless, executing directly in the client's viewport. Discover our high-intelligence data collection utilities.
Native GPS Coordinates Auditing
Validate response authenticity using coordinates gathered straight from the browser's Geolocation APIs. No heavy external maps scripts or dependencies are loaded, preserving battery and bandwidth.
Features: Offline cached tracking, accuracy validation thresholds, browser permission handling.Lightweight Vector Signatures
Collect digital signatures directly on drawing canvas blocks. To keep databases lightweight, the app compresses coordinates into an optimized vector coordinates path (under 1 KB) instead of uploading massive base64 images.
Features: Instant loading, responsive canvas scaling, vector path extraction.Client-Side Sentiment NLP
Classify text feedback into Positive, Neutral, or Negative indicators instantly using an in-memory client-side keyword and structure classifier. Feeds metrics into automated SVG graphics visualizations.
Features: 0ms backend delay, immediate scoring, automated highlight keywords extraction.Google Drive-First Storage Sync
Sync all configurations, active surveys, client dashboards, and responses directly into a central folder structure on the Super Admin's Google Drive. Eliminates hosting server costs and guarantees absolute privacy control.
Features: No database maintenance, client isolation folders, automatic background backup sync.