When applied to India, these models often:
 Misinterpret normal variations as abnormalities
 Failto account for region-specific disease patterns
 Overlook the realities of resource-limited hospitals
 Miss culturally specific symptoms and lifestyle-linked conditions
The result? Recommendations thatsimply don’t match India’s clinical context.
India’s Unique Healthcare Landscape
India’s healthcare is unlike anywhere else in the world. We face:
 Genetic diversity: Wide variations across populations
 Double disease burden: Infectious diseaseslike TB alongside rising lifestyle
disorders like diabetes and hypertension
 Environmental impact: Dietary habits, pollution and local health risks shaping
outcomes
 Resource constraints:Different drug availability, cost barriers, and workflow
limitations
Clearly, a one-size-fits-all AI approach cannot capture India’s complexity.

The Solution: India-Specific AI Tools
To truly serve India, AI tools must:

1. Be trained on local datasets – reflecting our populations, genetic variations, and real-
world clinical scenarios.

2. Understand regional workflows – from limited-resource hospitals to diverse treatment
protocols.
3. Align with Indian guidelines – not just adapt Western best practices.
4. Recognize unique disease patterns – e.g., TB-diabetes comorbidity, Indian-specific
cardiac risk profiles, genetic variants affecting drug efficacy.
5. Provide cost-effective solutions – practical forIndia’s healthcare realities.
India doesn’t need AI that speaks in another accent. It needs AI that speaks the language of
our healthcare — Thisis exactly where AstraAI comesin!

AstraAI: Building India’s Own Healthcare AI
Developed with Indian realities in mind, AstraAI is not just another AI chatbot. It is an
Agentic AI platform designed to:
 Use locally relevant data
 Align with Indian medical guidelines
 Recognize Indian-specific genetic and disease patterns
 Support doctors with real-world, actionable insights
At AstraAI, we believe the future of Indian healthcare lies in AI that understands India.