Catalog Scoring

• Good Catalogue quality - Key to Seller’s Visibility on Network
• Build an automated Catalogue Score
• Score to capture Compliance, Correctness, and Completeness

Conversational interface

• Online shopping lacks ‘look & feel’ - Impact on Customer Trust
• Build interface - immersive shopping experience
• Assist Non Tech Savvy Users

INDIC Language interface

• Today, E-commerce limited to English-speaking users, hindering wider adoption
• Inclusive E-commerce - Integrate Indic languages through the customer Journey

Negotiation Engine

• Unavailability of Conditional arrangements across transactions; hinders time bound negotiation of terms
• Implement Negotiation model to facilitate agreement of terms

Optimal Storage & Retrieval in m*n Sparse Matrix

• Real-time verification of pincode serviceability - Data-Intensive
• Design optimal data structure to store and retrieve pincode serviceability information efficiently.

Catalogue Indexing Engine.mp4

• Search of large and unstandardized merchant catalogs - Key Challenge
• Indexing engine for efficient catalog search and retrieval using structured/unstructured queries.

Catalogue Digitisation

• Manual catalog management - Inefficient, Not user-friendly
• Digitizing catalogs using text, voice, and image inputs in Indic languages

Price Optimization Engine

• Traditional pricing strategies - Not Agile or Data-driven.
• Price optimization engine - Dynamic and real-time price
• Address consumer demand, product shelf life, and inventory levels

Using Open Source Maps

• Cost-effective mapping solutions, a must to scale in Ecommerce
• Open source mapping tools for creating paths, reverse-geocoding, and computing distances.

Legal Compliance & Product Safety

• E-commerce merchants struggle with complex legal compliance across categories
• Normalized representation of government legal compliances for easy adherence by e-commerce companies.

Data as a Service

• Business insights across the Network, without compromising privacy policies
• Solution for secure data and insight exchange among NPs to enable business growth without breaching privacy.

Financial Services

• Traditional financial services - Fail to assess the creditworthiness of agricultural micro-preneurs
• Decentralized lending ecosystem using advanced analytics to evaluate creditworthiness.

Personalized Experience to Customers

• Lack of personalized recommendations - Customer drop-off rates are high
• Framework to provide personalized recommendations while maintaining data privacy and competition norms.

Order Management & Inventory Management for Grocery

• Struggle with real - time inventory management - Affect on digital trade efficiency
• Innovative solutions - Mobile-based, offline-capable order and inventory management system
• Voice control and vernacular support

Last Mile Hyperlocal

• High delivery costs - Critical challenge for profitability, Hyperlocal deliveries
• Build molde - Reduce hyperlocal food delivery costs below Rs 25/order for a 3 km radius

Onboarding Sellers & Digitizing Catalog

• Seller onboarding and catalog digitization - Complex, costly, and time-consuming
• Streamline the process using INDIC languages and innovative input methods