State-Wise SKU Restriction & High-Risk Drug Access Control
Led the design of a geographically-sensitive SKU restriction system, enabling Tata 1MG to block the sale of specific medicines in states or pin codes where they carry heightened abuse potential or regulatory sensitivity.
Simultaneously implemented employee-level access controls in warehouses.
Collaborated with the compliance, tech, retail and warehousing teams.
The Challenge
- CNS drugs and other abuse-potential medicines have state-specific regulatory restrictions that could not be handled by a blanket national policy.
- Platform-side restrictions needed to be enforced at the pin code level — requiring granular geolocation logic in the ordering flow.
- Warehouse-level controls required operational redesign.
The Approach & Solution
- Defined the restriction logic for 70 salts across state and pin code dimensions.
- Implemented maximum unit-per-order caps for high-risk drugs at the user level.
- Designed warehouse access control protocols — restricting physical dispensing of high-risk medicines to designated authorised staff.
Key Results & Commercial Impact
Technology Stack & Tools
Have a similar project in mind?
We specialize in custom AI systems, clinical data licensing pipelines, and scalable web apps. Let's build something exceptional together.
Explore More Projects
Google Health Partnership
Packaged clinical content as LLM training data, including drug monographs, DDI data, disease content, and regulatory safety data, in a B2B monetization deal.
Samsung Health API Integration
Real-time API integration spanning 600K+ SKUs, 50+ attributes, and a 200K-interaction DDI tool, enabling in-app discovery and routing cart/checkout to Tata 1mg.
Elsevier Clinical Monograph API Partnership
Tata 1mg's first clinical content licensing deal. Delivered 1,500 structured drug monographs over 9 months and built the CMS & API infrastructure.