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PARTNERING TO REDEFINE DATA ENGINEERING AND AI WORKFLOWS

Tarmac.io × Databricks

Accelerate data-driven innovation with the combined power of Databricks’ Data Intelligence Platform and Tarmac’s engineering expertise.

Why This Partnership Changes Everything


Lakehouse Architecture, Delivered Right

Build modern data platforms using the
Databricks Lakehouse combining the best of data lakes and warehouses in a single architecture.

Streaming-First Data Pipelines

From ingestion to real-time analytics, Tarmac leverages Delta Live Tables, Structured Streaming, and Databricks Workflows to orchestrate resilient ETL pipelines with full observability and real-time responsiveness.

Secure and Governed by Design

Deploy at scale using Unity Catalog for centralized data governance, role-based access control (RBAC), lineage, and auditing across all data assets.

Multi-Cloud, Enterprise-Ready

Deploy seamlessly on AWS, Azure, or GCP, using Databricks' optimized runtime engines and serverless compute options for batch and interactive workloads.

Technical Capabilities Unlocked

Unified Data Management

  • Delta Lake with schema enforcement & evolution
  • Fine-grained access control via Unity Catalog
  • Table versioning, time travel, and ACID compliance

Advanced Machine Learning Workflows

  • Native support for MLflow
  • Integration with popular frameworks like PyTorch, XGBoost, and Hugging Face
  • Distributed model training with GPU support

Automated Infrastructure

  • Auto-scaling clusters and serverless compute
  • CI/CD pipelines for data workflows using Terraform and Databricks CLI
  • Monitoring with built-in dashboards, alerting, and lineage tracking

Governance and Compliance

  • SOC 2 Type II, HIPAA, GDPR compliant
  • Lineage and data quality tracking via Delta Live Tables expectations
  • Tagging, auditing, and data classification with Unity Catalog

Tarmac in Action: What We Bring to the Table

We bring structure, observability, and real-world solutions to enterprise data challenges.

  • Platform Engineering: Infrastructure-as-Code for Databricks environments, managing workspaces, clusters, secrets, and jobs via Terraform and CI/CD.
  • Data Observability: Custom monitoring, error tracking, and automated validation logic across Bronze, Silver, and Gold layers.
  • Reusable Templates: Modular pipelines for ingestion, transformation, and model training, fully compatible with your existing workflows.
  • GenAI-Ready: Use Genie, Databricks’ AI assistant, to explore and understand your data using natural language—making insights more accessible and accelerating decision-making across teams.

LakeBase: Real-Time Transactions at the Heart of Your Lakehouse

LakeBase is Databricks’ new solution for high-performance transactional (OLTP) workloads—directly within the Lakehouse architecture.
With LakeBase, organizations can:


Run low-latency, high-concurrency transactions at scale

Build modern, real-time applications directly on Delta Lake

Eliminate the need for separate OLTP databases

Seamlessly integrate transactional and analytical workloads in a unified platform


LakeBase marks a new chapter in data unification, and Tarmac ensures you’re ready from day one.

DataOps: The Backbone of Reliable Data Operations

Behind every reliable pipeline is a DataOps engineer ensuring nothing breaks.
At Tarmac, DataOps is not just a practice—it’s a dedicated role. Our DataOps engineers sit at the intersection of engineering, governance, and operations. They supervise your entire data lifecycle, ensuring that:


ETLs run reliably, day after day

Migrations and adaptations happen smoothly

Data transformations are executed with quality and traceability

Issues are caught early, before they become bottlenecks

Their mission?
Ensure every data operation is collaborative, controlled, and continuously improving - so you get Decision-Ready Data at the speed your business demands.

Ready to Modernize Your Data Stack?

Join forward-thinking organizations who are already leveraging the power of Tarmac.io and Databricks integration to drive unprecedented business growth.

About the Partnership

The Tarmac.io and Databricks partnership marks a new chapter in data infrastructure and analytics.