Data engineering services for streaming, batch, and interactive data products with Spark.
Siloed data is value that’s left on the table. But integrating diverse data sources, implementing robust pipelines, and building repeatable workflows — not to mention providing the proactive monitoring and support needed to ensure data quality, reliability, and security — is all easier said than done.
phData is a leading specialist provider of data engineering services for streaming, batch, and machine learning data products with Spark. Whether it’s moving batch and streaming data with Spark in the cloud or on-prem, we put our platform expertise and proven automation to work — so you can deliver stable, scalable data products faster and more cost-effectively.
Organizations often contract large teams to help their Spark engineering projects, made up of inexperienced technology generalists who — more often than not — wind up self-educating themselves on the job around core technologies and techniques like Databricks, EMR, Delta Lake, and streaming.
phData takes a different approach: a “go-deep” philosophy, which beats “going wide” in every single dimension, including cost. We bring in small teams of veteran solutions architects and data engineers with deep platform-specific expertise, helping you make critical technology decisions and implement data pipelines with Spark-specific best practices in mind — ultimately delivering successful data products in weeks, not years.
Anyone can build a data pipeline that works once. But creating a workable process for repeatable success is another thing entirely.
Everything we do — from proven process frameworks, automation, and monitored data pipelines, to cookbooks and best practices for testing, data quality, alerting, and CI/CD flows designed to multiply developer productivity — we do with long-term scale, efficiency, and data engineering reliability in mind.
Our support team is here for you around the clock — monitoring your data pipelines and helping to make sure your business-critical data is there for you when you need it, at the level of quality that you expect.
And with our deep understanding of enterprise-grade security — phData’s security and governance automation and processes are used by the world’s largest companies — we know exactly what it takes to keep your data safe and your business out of the news. Our processes for configuration, upgrades, patching, and maintenance are fully aligned with the most stringent industry standards and best practices.