Empower your organization with Databricks - the unified platform for data, analytics, and AI
Accelerate your data-driven transformation with Datumo’s modular, automated, and multi-cloud Databricks solutions engineered for performance, scalability, and collaboration.
Why Databricks?
Modern data teams need platforms that unify engineering, analytics, and AI without the complexity of managing fragmented systems.
Databricks delivers this through its Lakehouse architecture - built on Delta Lake or Apache Iceberg - bringing the scalability of data lakes together with the reliability of data warehouses. It enables seamless data ingestion, transformation, and real-time processing using Apache Spark, all within a single collaborative environment. Whether running on Azure, Google Cloud Platform, or AWS, Databricks provides an open, consistent, and future-ready foundation for scalable data and AI workloads.
Why Datumo?
Datumo has extensive experience designing and automating Databricks-based data platforms that help enterprises scale quickly and operate efficiently. We have delivered Databricks solutions across industries - including ETL pipelines, Spark processing, real-time streaming, data quality frameworks, and AI/ML workloads.
Our engineers specialize in building Databricks environments that integrate seamlessly with existing architectures across Azure, GCP, and AWS. Supported by proven automation frameworks and pre-built modules, we accelerate deployment, standardize platform operations, and ensure your Lakehouse is secure, scalable, and ready for future growth.
Databricks Solutions
Datumo’s pre-built modules accelerate the creation of Databricks environments tailored to your needs. From infrastructure setup to workspace orchestration and monitoring, our components ensure flexibility and speed - allowing you to scale your platform effortlessly across regions, teams, or cloud environments.
We integrate Databricks deeply with your DevOps toolchain. Using CI/CD pipelines, infrastructure-as-code, and version-controlled configurations, your platform evolves safely and predictably. Each deployment - whether infrastructure, notebook, or data pipeline - is fully automated, consistent, and auditable.
Through our proven automation framework, you gain:
- Rapid setup and scalability – ready-to-use modules streamline workspace creation, networking, and monitoring across Azure, GCP, or AWS.
- Full lifecycle automation – infrastructure and data pipelines are deployed, updated, and managed through CI/CD for repeatability and control.
- Governance by design – Unity Catalog integration and access control policies ensures consistent security and compliance.
- Operational transparency – every change is tracked, audited, and easily reversible when needed.
The result is a production-ready Databricks platform - modular, automated, and tailored to your organization’s structure, data strategy, and cloud ecosystem.
Datumo delivers unified automation for both data pipelines and data assets - ensuring your entire Lakehouse remains consistent, scalable, and auditable.
Our automation framework standardizes how data is ingested, processed, and stored, enabling faster development and deployment while reducing manual effort.
Through technologies like Databricks Asset Bundles and Terraform, we provide:
- Consistency across environments - data pipelines, tables, and schemas are version-controlled and reproducible.
- Reduced risk of human error - automated deployments eliminate manual configuration steps.
- Seamless schema evolution - new data sources and transformations can be introduced without disrupting existing systems.
- Improved governance and transparency - every data element and pipeline is traceable and compliant by design.
This holistic automation ensures your Databricks Lakehouse - powered by Delta Lake and Unity Catalog - operates efficiently and securely.
We help organizations implement stream processing architectures on Databricks, enabling real-time data ingestion and analysis.
Using Spark Structured Streaming, we build scalable pipelines that deliver instant insights for use cases such as:
- fraud detection,
- customer personalization,
- operational monitoring,
- IoT data analysis.
Our streaming solutions integrate seamlessly with existing batch pipelines, enabling a unified, low-latency analytics environment that drives faster business decisions.
For enterprises managing multiple domains or clients, we design multi-tenant Databricks architectures with logical isolation, shared governance, and unified management. This ensures resource efficiency, security, and clear cost attribution without fragmenting your data ecosystem.
Break down data silos and collaborate securely across teams, partners, or subsidiaries. With Delta Sharing, we implement controlled, real-time data exchange that eliminates duplication while preserving governance and data quality.
Discover the full range of services Datumo can create to accelerate your business growth
Our Client, a company with a €900 million asset portfolio, partnered with Datumo to address challenges in their existing system. They encountered difficulties in generating reports, both for regulatory compliance and analytical purposes. Additionally, the Client faced issues in managing extensive computations required to adapt to evolving requirements. By collaborating with Datumo, they achieved faster report generation, cost savings in cloud services, simplified platform management, and improved stability. These enhancements resulted in reduced computation time, reduced expenses, smoother platform updates, and a significant decrease in platform errors. As a result, the Client experienced a more efficient decision-making process and optimization of their asset portfolio.
The Client is a global pharmaceutical company with over 30 manufacturing facilities worldwide. They needed real-time access to data from all factories to monitor product quality and reduce costs. Partnering with Datumo, they developed a system of early detection of flawed medical batches. The system also optimizes costs by addressing quality issues during production, minimizing financial losses down the supply chain. With uninterrupted data access, the Client improves their machine learning algorithms and enhances quality control processes. Datumo provides knowledge sharing and support for system maintenance, keeping it up to date and aligned with industry standards.
The Client, a multinational corporation in the surgical robotics industry, needs to address challenges related to multiple data systems. Datumo has developed an analytics platform to centralize medical records, enabling efficient decision-making for hospital staff. This improves patient care, reduces costs, and ensures compliance with industry regulations. The platform also provides complex analysis of robotic device usage, driving advancements in performance and optimizing surgical processes. It offers scalability and efficient data governance, allowing the Client to expand operations and maintain data integrity. Through knowledge transfer, Datumo enables the Client to independently manage the system and maximize efficiency.
How Azure Data Solutions Can Transform Your Business
Accelerate Platform Delivery
Deploy a production-ready Databricks environment in days using Datumo’s modular automation framework. Eliminate the manual setup and focus directly on business outcomes.
Increase Productivity Through Automation
Automated CI/CD pipelines, data pipelines, and schema management reduce operational overhead and human error - letting teams deliver faster with greater consistency.
Enable Multi-Cloud Flexibility
Our solutions work seamlessly across Azure, GCP, and AWS, giving you the freedom to run your workloads in any environment you need them - without vendor lock-in.
Enhance Collaboration and Data Governance
Empower teams to collaborate across boundaries with shared access to governed, high-quality data powered by Databricks’ Lakehouse and Delta Sharing technologies.
Scale Securely and Intelligently
With fine-grained access control, auditing, and monitoring, our Databricks platforms are designed for enterprise-grade security and long-term scalability.
Build with Datumo - innovate with Databricks
Datumo helps you create a robust, automated, and scalable Databricks ecosystem that transforms data into lasting business value.
Contact us to start building your Databricks platform today.
Have a question or want just to talk?
Piotr Guzik
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