Automating the messy world of pharma distribution

This article is a part of Startup Spotlight, a series that features young, up-and-coming startups.

Image credit: Timmy Loen

Growing up, Jai Anand watched his family run a pharmaceutical distribution business using phone calls and spreadsheets. Thousands of crores flowed through this supply chain with almost zero real-time intelligence.

Years later, Anand teamed up with enterprise software veteran Dushyant Sapre to launch SwishX. A conversation with a pharma CEO solidified their focus.

The CEO’s team had missed a large government tender solely due to manual document delays. This convinced Anand and Sapre to build an AI platform overhauling commercial operations.

😟 Problem

Commercial teams at mid-to-large pharma companies lose 20% to 30% of hospital revenue to hidden pricing violations. This leakage occurs because billing data remains invisible for weeks after credit notes are issued.

Emerging markets present extreme distribution complexity, with roughly two million pharmacies. Sales reps often manually process 300-page government tender documents and manage hospital rate contracts through shared spreadsheets.

💡 Solution

SwishX provides an AI-native commercial platform featuring four modular products:

• Tender IQ: AI agents read government tender documents, verify eligibility, and draft bids automatically.
• Marketing IQ: Generates compliant visual content and distributes it to over one million verified doctors via messaging platforms.
• Contract IQ: Digitizes hospital rate contracts to automate order processing and catch revenue leakage in real time.
• Channel IQ: Predicts stock-outs and tracks distributor ordering to provide real-time secondary sales visibility.

Image credit: SwishX

📊 Market size

India, Southeast Asia, Latin America, the Middle East, and Africa represent a US$400 billion pharmaceutical and medtech market, and are projected to reach US$1 trillion by 2033.

The market is growing at a compound annual growth rate exceeding 12%. India alone drives over US$82 billion in annual revenue and exports.

🤝 Team

• Dushyant Sapre. Founder and CEO. Previously managed US$500 million in ad revenue at Twitter and scaled Criteo to US$600 million across the Asia-Pacific region.
• Jai Anand. Co-founder and CPTO. Former product owner at Amazon Pay and the first product hire for DealShare.

🚀 Traction

🏆 Competition

💰 Financials

🚩 Risks