General
Operations Management for Disney's Data Foundation Platform
Industry: General
Executive Summary
Operationalizing Industrial IoT with KCF Technologies SMARTDiagnostics platform for mission-critical machine health monitoring.
Challenge
Difficulty unifying diverse data feeds across digital platforms. Legacy metadata systems struggled to scale during major content releases. Manual EC2 scaling caused performance bottlenecks. Fragmented data pipelines increased complexity and configuration errors.
Solution Overview
Built a serverless Data Foundation Platform using Node.js, AWS AppSync, and Lambda. Unified historical and real-time data through Spark-based ingestion pipelines. Enabled global, low-latency access using DynamoDB Global Tables. Integrated Snowflake data marts for analytics and reporting.
100% Availability: The platform successfully maintained 99.9% uptime during high-profile holiday releases.
Operational Efficiency: Automated deployments and proactive monitoring have reduced manual operational tasks by over 100% compared to the legacy environment.
Massive Scalability: The serverless architecture now handles heavy metadata ingestion peaks with zero automated throttles or system degradation.
