Databricks on AWS — Data, AI & Analytics Services by delaware

delaware is a global technology and consulting firm with deep expertise in data, AI, and analytics transformation. As an AWS Advanced Consulting Partner and Databricks partner, delaware helps enterprises unlock the full value of the Databricks Lakehouse Platform on AWS — from initial architecture design and platform implementation through to AI & ML engineering and ongoing managed operations.

Our Databricks on AWS services are built around real enterprise data challenges: fragmented data estates, complex ingestion pipelines, growing demand for AI and machine learning capabilities, and the need to govern and operationalise data at scale. We bring the technical depth and delivery experience to make Databricks programmes successful — whether you are starting from scratch, migrating from a legacy data platform, or scaling an existing Databricks environment.

What we deliver:

Databricks Platform Assessment & Architecture — Evaluation of your current data landscape, Databricks readiness assessment, lakehouse architecture design, and migration or implementation roadmap. Includes workspace configuration, Unity Catalog governance design, and cloud cost modelling on AWS.

Databricks Implementation & Migration — End-to-end Databricks platform build on AWS, including workspace setup, Delta Lake implementation, data migration from legacy platforms (Hadoop, Teradata, Redshift, on-premises), and pipeline development using Delta Live Tables and Apache Spark.

Databricks AI & ML Engineering — Design and development of machine learning pipelines, feature engineering, model training and deployment using MLflow, and integration with AWS AI services. Covers both batch and real-time inference patterns across structured and unstructured data.

Databricks Managed Services & Operations — Ongoing platform management, monitoring, cost optimisation, and performance tuning of your Databricks environment on AWS. Includes workspace governance, cluster management, job scheduling, and incident response under defined SLAs.

Databricks Enablement & Training — Tailored workshops and training programmes to upskill customer data engineering, data science, and analytics teams on Databricks, Delta Lake, and MLflow. Delivered on-site or remotely as standalone or embedded within a project.

Why delaware:

• AWS Advanced Consulting Partner with data & analytics expertise
• Databricks partner with certified engineers across data engineering, ML, and platform administration
• Delivery experience across retail, manufacturing, financial services, and the public sector
• Accelerators for Delta Lake migration, Unity Catalog onboarding, and MLflow model deployment
• Global delivery teams across Europe, Asia-Pacific, and North America

To get started, contact us through AWS Marketplace to discuss your requirements. We will scope your engagement and provide a fixed-cost private offer tailored to your data and AI ambitions.