Delivering Measurable Enterprise Impact.
Real-world results achieved for global travel technology leaders, Fortune 50 consumer enterprises, healthcare networks, and top-tier research universities.
Selected Client Engagements
Read how our senior engineering pods delivered transformational data lakehouse and streaming capabilities.
Real-Time Fraud Detection & Lakehouse Acceleration
Migrated a legacy on-premises transactional SQL database to a high-concurrency Databricks Lakehouse processing 80M daily transactions with sub-second alert scoring.
HIPAA-Compliant Unified Data Platform on Azure
Constructed an end-to-end conformed patient analytics lakehouse with automated Microsoft Purview data masking and automated clinical telemetry pipelines.
Event-Driven IoT Telemetry & Inventory Engine
Engineered a distributed Kafka and Spark Streaming ingestion pipeline connecting 1,200 warehouse locations with real-time stock replenishment forecasting.
What Engineering Leaders Say About Our Work.
How enterprise teams achieve high-performance cloud lakehouses, sub-minute SLAs, and significant FinOps compute savings with Medhyx.
“Medhyx completely re-architected our Azure Databricks lakehouse pipelines. We reduced our monthly cloud compute spend by 44% while meeting a strict 5-minute data availability SLA across our distributed analytics teams.”
“Migrating our legacy 85TB warehouse into a Delta Lakehouse was a flawless zero-downtime operation thanks to Medhyx. Their PySpark tuning eliminated memory spill issues, and their FinOps guardrails prevented cluster runaways.”
“The Microsoft Fabric and Power BI Direct Lake implementation executed by Medhyx delivered sub-second query performance on massive datasets. Their senior architects are responsive, proactive, and technically elite.”
Let's solve your enterprise data challenges.
Schedule an exploratory architecture review with our principal engineers. No sales pitch — just direct technical clarity and actionable roadmap insights.