Azure Databricks for Oil & Gas: Assess & Deploy

Frame Data & AI is a professional services firm specialising in Azure data platform implementations for the energy sector. This consulting offer covers the full engagement lifecycle for oil and gas operators, midstream companies, and oilfield services firms looking to modernise their data estate on Azure Databricks.

Why Azure Databricks for Oil & Gas Energy companies operate with a data profile unlike most industries — high-frequency sensor and telemetry streams from wells and pipelines, complex production optimisation models, regulatory reporting obligations across jurisdictions, and operational data fragmented across upstream, midstream, and downstream systems. Azure Databricks, built on a unified lakehouse architecture, addresses these challenges directly: it eliminates data silos, enables real-time analytics at scale, and provides a governed, auditable data foundation through Unity Catalog.

Engagement Structure This professional services engagement is structured in three phases, delivered as a continuous programme or as standalone assessments depending on your readiness.

Phase 1 — Assessment: Frame evaluates your current data landscape, maps migration candidates, designs a target-state architecture on Azure Databricks, and delivers a detailed implementation roadmap with ROI analysis. Outputs include an architecture blueprint, risk register, and a prioritised backlog of migration workloads. Phase 2 — Migration and Deployment: Frame executes the approved plan — provisioning Databricks workspaces, configuring Unity Catalog governance, building ETL and ELT pipelines with Delta Live Tables, and deploying production workloads to Azure. All environments are built to production standards with CI/CD automation via Azure DevOps. Phase 3 — Managed Optimisation: Post-deployment, Frame provides ongoing performance tuning, cost optimisation through cluster right-sizing and spot instance management, and structured enablement for your internal engineering teams.

Azure Services Deployed Azure Databricks, Azure Data Lake Storage Gen2, Azure Data Factory, Microsoft Fabric, Azure Synapse Analytics, Azure Key Vault, Azure Monitor, and Azure DevOps.

Why Frame Frame Data & AI is a Houston-based professional services firm purpose-built for the energy sector, combining deep Azure and Databricks engineering expertise with real-world energy operations experience. Frame is a Databricks Accelerate-eligible partner with active energy sector engagements.

Co-Investment Eligibility Qualifying engagements may be eligible for Databricks Accelerate co-investment funding. Frame manages the application process on the customer's behalf, reducing out-of-pocket cost and accelerating delivery timelines.