Why bother about data silos? - Bad data costs enterprises a lot of money every year. Good data earns higher revenue every year; and cuts costs and complexities. End-to-end visibility matters - enterprise data is a small subset of overall business data transcending outside your enterprise

Need: Real-time End-to-end Data Harmonization & Visibility - Get clean channel data for chain analytics. Lots of meaningful data resides in the channel network outside your enterprise.

Silo problems and their affects

• Mismatches affect accuracy
• Duplication affects efforts
• Gaps affect completeness
• Delays affect timeliness
• Broken trails affect traceability
• Missing meta-data affects attribution
• Periodic dated data affects analysis

Deep dive with chain analytics for better decisions faster - Traceability at UDI level. Real-time reports for attribute driven stock holding and more. Gain deeper market insights with secondary sales data, customer info etc.

Improved planning & predictability - Clean data served fresh from across the network is a great leverage to plan and iterate continuously.