Transforming a Fragile Data Platform into a High-Performance Healthcare Intelligence Engine
Challenge
A leading healthcare organization replicated cloud-hosted Epic Clarity data into on-prem SQL Server through a legacy ETL process that failed frequently, required constant manual intervention, and did not deliver reporting data until 8 to 10 AM. The team spent more than 100 hours over a year, and 30+ hours in a single month, recovering from failures.
Solution
Forward Thinkers redesigned it into a self-healing, enterprise-grade integration platform: intelligent Clarity replication with governance and filtering, automatic recovery from common failures, automated schema adaptation for Epic upgrades, intelligent load prioritization, advanced monitoring and alerting (email, SMS, Teams), and an incremental change framework.
Outcome
Reliable, early-morning data delivery with far less manual effort, faster reporting for finance, operations, and analytics teams, and a platform that absorbs Epic schema changes automatically.
