Ranjitha R

In high-scale platform ecosystems- where a single backend powers diverse business verticals , the traditional boundaries between "Application Engineering" and "Data Engineering" are dissolving. When processing millions of transactions daily, data integrity cannot be a post-facto batch process; it must be an architectural first principle. This session explores the "Truth Platform" pattern, a blueprint for building near real-time (NRT) reconciliation and observability into the core of a multi-tenant business platform. We will move away from the "data as exhaust" mindset and dive into three transformative engineering patterns: Cohorted Observability, Recon as a contract and Handshake Pattern