Use Cases

Real Problems. AI Solutions. Measurable Impact.

We don't build AI for the sake of technology. Every product at Zora DeepTech is designed to solve a specific, urgent problem in India's healthcare system. Here's how our AI creates real-world impact.

Market Research

The Problem We Researched

Before building any product, we spent months understanding India's healthcare crisis through extensive market research and on-ground conversations.

1 in 7

Students Affected

Indian students suffer from mental health conditions, with limited access to professional support.

1:100,000

Radiologist Ratio

Radiologist-to-patient ratio in rural India creates massive diagnostic bottlenecks.

70%

Undiagnosed Cases

Mental health cases in India go undiagnosed and untreated due to stigma and access barriers.

600M+

Rural Population

Indians in tier-2 and tier-3 cities lack access to quality healthcare infrastructure.

WellNest

Mental Wellness Use Cases

How WellNest's AI-powered mental wellness platform addresses real challenges across universities, corporations, and individuals.

University Mental Wellness Programs

University Administrators, Student Counselors

The Problem

Universities struggle to provide mental health support at scale. Counselors are overwhelmed with 1000:1 student ratios.

Our Solution

WellNest provides 24/7 AI-powered mental wellness support, handling initial conversations and triaging students who need human intervention.

Key Benefits

  • 24/7 availability in regional languages
  • Reduces counselor workload by 60%
  • Early detection of at-risk students
  • Anonymous and stigma-free access

Corporate Employee Wellness

HR Directors, Corporate Wellness Teams

The Problem

Employee burnout and mental health issues cost Indian companies billions annually. Traditional EAP programs have low engagement.

Our Solution

WellNest integrates with HR systems to provide confidential mental wellness support, stress management, and early burnout detection.

Key Benefits

  • Confidential employee support
  • Productivity insights for HR
  • Integration with existing HRMS
  • Multilingual support for diverse workforce

Individual Mental Wellness

Students, Working Professionals, General Public

The Problem

Millions of Indians need mental health support but face stigma, cost barriers, and lack of access to professionals.

Our Solution

WellNest app provides affordable, judgment-free mental wellness support accessible from any smartphone.

Key Benefits

  • Affordable subscription plans
  • No stigma or judgment
  • Available in Hindi, Tamil, Telugu, English
  • Guided wellness exercises and journaling
ZoraScan

Diagnostic Imaging Use Cases

How ZoraScan's AI-powered diagnostic imaging transforms healthcare delivery across rural hospitals, diagnostic centers, and radiology workflows.

Rural Hospital Diagnostic Support

Rural Hospital Administrators, General Physicians

The Problem

Rural hospitals lack radiologists. Patients wait weeks for X-ray interpretations or travel to cities for second opinions.

Our Solution

ZoraScan provides instant AI-powered preliminary analysis of X-rays with explainable heatmaps, enabling faster triage.

Key Benefits

  • Instant preliminary analysis
  • Explainable AI with visual heatmaps
  • Prioritizes critical cases for review
  • Works with existing PACS systems

Radiologist Workflow Enhancement

Radiologists, Diagnostic Center Directors

The Problem

Radiologists are overworked, reviewing hundreds of images daily. Fatigue leads to missed diagnoses.

Our Solution

ZoraScan acts as a second reader, flagging potential anomalies and reducing cognitive load on radiologists.

Key Benefits

  • Second-reader AI assistance
  • Reduces review time by 40%
  • Highlights regions of interest
  • Detailed structured reports

Diagnostic Chain Scalability

Diagnostic Chain Executives, Healthcare Investors

The Problem

Diagnostic chains want to expand to tier-2/tier-3 cities but can't hire enough radiologists for each location.

Our Solution

ZoraScan enables centralized radiology hubs where fewer radiologists can review AI-pre-analyzed images from multiple locations.

Key Benefits

  • Hub-and-spoke radiology model
  • Consistent quality across locations
  • Cost-effective expansion
  • Cloud-based secure processing
Our Vision

The Impact We're Building Towards

Every line of code we write is measured against real-world healthcare outcomes. Here's what we aim to achieve by 2027.

1M+

Students Supported

Through WellNest mental wellness platform across Indian universities

500+

Hospitals Connected

Rural and tier-2 hospitals using ZoraScan for diagnostic support

10M+

Scans Analyzed

Medical images processed with AI assistance by 2027