From the hospital floor to verified compliance — in five steps
A streamlined workflow designed to be repeatable at scale across every area, every shift, and every facility.
Scan QR Code to Identify the Zone
Every inspectable area in your facility has a unique QR code. Inspectors scan it with the mobile app to confirm their location, ensuring evidence is tied to the correct zone with geolocation data and timestamps.
Capture Photo of the Area
Using the in-app camera, inspectors capture photographic evidence of the hygiene conditions. The app collects structured metadata including EXIF data, device info, and environmental context for a complete evidence record.
AI Analyzes Hygiene Conditions
Server-side vision models analyze the captured evidence. The AI scores hygiene levels, classifies findings, detects anomalies, and generates an objective assessment — consistent and free from human bias.
Review Score, Findings & Recommendations
The inspector reviews the AI-generated score, detailed findings, and actionable recommendations. Supervisors can verify results, flag discrepancies, and route corrective actions with clear ownership.
Submit for Verification & Compliance Tracking
Approved submissions feed into the compliance engine — updating facility scores, generating trend reports, and maintaining a complete audit trail. Leadership dashboards surface facility-wide insights in real time.
AI analysis, automatically queued
The moment an inspector captures evidence, it enters the AI analysis pipeline. Vision models deliver objective, consistent scoring — turning every inspection into a data point for continuous improvement. Results feed directly into the human verification queue.
See the workflow in your facility
Schedule a demo to see how Swachh Hospital fits into your existing processes and scales across your organization.