From Data Chaos to Data Harmony: OSDU and the Future of Data Management in Oil/Gas industry
Publication date:
Reading time:
5 min

From Data Chaos to Data Harmony: OSDU and the Future of Data Management in Oil/Gas industry

Team Semantive
Share the article

Picture this – you're trying to make a big decision that requires insights from all the data you've collected in your upstream operations. But there's a problem: all that data is locked up in separate systems, each with its unique format. Sound familiar? That's because it's a common problem in the oil and gas industry. Add to this rise of the Internet of Things and Machine learning, which has led to a rapid increase in the amount of information available, like seismic and drilling data, as well as production and engineering data. 

OSDU: Revolutionizing Oil and Gas Data

Many companies face the common problem of having their data linked to specific applications rather than being data-driven. This creates silos of data that cannot be easily shared or analyzed across different systems, preventing organizations from fully extracting insights and realizing the potential value of their data. Additionally, the lack of metadata and search capabilities further compounds the problem, making it difficult to discover relevant data and derive meaningful insights.

Another issue is the lack of data lineage, which means there is no clear understanding of the data's origins or the path it has taken to arrive at its current state. This lack of transparency makes it difficult to trace data back to its original sources, particularly when dealing with complex systems such as those in the oil and gas industry. Addressing these problems requires a common data platform that provides the necessary tools and infrastructure to unlock the full potential of data scattered across multiple siloed applications, enabling businesses to make better decisions and improve operational efficiency.

But what if there was a solution? Enter OSDU, the Open Subsurface Data Universe, which promises a common data format for the whole industry. This open-source data platform aims to make it easier for companies to share data across various applications and systems, regardless of their proprietary technologies. By breaking down the data silos, OSDU can help businesses to apply analytics across all their data, regardless of the application or system it resides in. The result? Valuable insights and faster decision-making.

OSDU has gained significant traction in recent years, with several major oil and gas companies joining its community. OSDU's growing popularity is due to its ability to address the industry's long-standing challenge of data silos and fragmentation. By using OSDU, companies can improve their data management and decision-making processes while reducing costs associated with data duplication and incompatibility. The platform has also received support from various technology companies, including Microsoft and Google. As OSDU continues to grow and mature, it has the potential to help the industry by enabling seamless collaboration, faster decision-making, and better resource management.

Say Goodbye to Data Duplication and Inconsistency

A new data platform transforms the approach to managing data, providing tangible benefits. The most important is the ability to break down and reduce data silos, enabling companies to share and access data across various applications and systems. This can lead to improved collaboration, faster decision-making, and better resource management. For instance, oil and gas companies can access real-time data from different sources, such as well logs, seismic data, and production data, and use it to optimize their operations, reduce downtime, and improve efficiency.

Another way OSDU could transform data management is by providing a common data format that can be easily integrated into existing applications and systems. This eliminates the need for companies to maintain different data formats and protocols, which can be time-consuming and costly. Additionally, the platform provides a secure and scalable infrastructure that can handle large volumes of data from different sources. This can help companies to reduce data duplication and inconsistency, which is often a significant challenge in the industry.

Benefits: Unlocking the Value of Data

OSDU offers several benefits to businesses in the oil and gas industry. One of the most significant advantages is its ability to enable companies to integrate disparate data sources. This integration allows for more accurate and comprehensive data analysis, which can lead to better business decisions. With OSDU, companies can also avoid the costly and time-consuming process of manually integrating data from various sources.

Another benefit of OSDU is its ability to improve collaboration among different teams and departments within a company. Because OSDU provides a common data format, teams can easily access and share data with each other, regardless of the tools and applications they use. This streamlined data sharing can improve productivity and reduce errors that may occur when manually transferring data between systems.

Finally, OSDU can also help companies reduce costs associated with data storage and management. By eliminating data duplication and fragmentation, OSDU can help companies reduce the amount of storage space required for their data, ultimately leading to cost savings. Furthermore, OSDU's open-source nature means that companies can avoid expensive licensing fees associated with proprietary software and instead focus their resources on innovation and development.

In terms of Platform Engineering, OSDU can provide a foundation for developing a standardized, scalable, and secure data platform. OSDU's architecture is designed to be modular and flexible, allowing businesses to integrate it into their existing infrastructure and customize it to meet their specific needs. This approach can help companies streamline their IT operations and reduce the costs associated with maintaining multiple systems. Additionally, OSDU's open-source nature means that businesses can leverage the collective expertise of the community to develop and enhance their data platform, ultimately leading to better business outcomes.

Flexible and Scalable Microservices Architecture

At its core, OSDU is a cloud-native platform built on a microservices architecture pattern, with the following foundations:

  • Apache Airflow – for programmatically author, scheduling, and monitoring workflows
  • Elastic Search – which enables full-text search and supports complex search queries on data
  • Open Policy Agent – a full-featured policy engine that offloads policy decisions
  • Some cloud-specific PaaS, like Kubernetes

On these foundations, there are three layers:

  • Core Services layer, providing security and governance, metadata and discovery, multitenancy and choreography, as well as data and delivery
  • Platform Layer, with domain data management and a comprehensive ingestion framework that handles data ingestion, validation, transformation, enrichment, and some helper services
  • Application Layer, with libraries and SDKs for rapid application development.

The platform offers a well-defined set of APIs, providing a standard way of accessing data stored in OSDU. All applications can use these APIs to access all data sources in the OSDU platform, which helps to ensure data consistency and streamline data access. 

One of the key advantages of OSDU's architecture is its flexibility and scalability. The microservices-based approach allows for easy customization and extension of the platform, as well as horizontal scaling, to handle large amounts of data. Additionally, OSDU's use of open standards and APIs enables interoperability with various applications and systems, further enhancing its value for businesses.

Say Hello To Modern Development 

Such standardized data models and API specifications provide clear technical benefits to businesses in the oil and gas industry, which are able now to store all subsurface and wells data in a single data platform.

  1. OSDU is a cloud-based platform designed for unlimited scalability, with all data loaded through its data ingestion services. It utilizes well-defined APIs for accessing its data platform services, which are composed of microservices. The platform provides a strong focus on data security, with comprehensive security measures implemented across all elements.
  2. The standardized data model ensures that data is stored in a consistent and well-defined format, which allows for seamless sharing and integration of data across different systems and applications. This is achieved through the use of a domain-specific language (DSL) that defines a set of data objects and their properties. By defining these objects in a standardized way, OSDU enables the creation of a single source of truth for data, reducing the risk of errors and inconsistencies caused by data duplication and incompatibility.
  3. OSDU's API specifications provide a common interface for accessing and manipulating data across different applications and systems. This allows businesses to build custom applications that can access and manipulate data stored in OSDU without the need for complex integration efforts. OSDU's API specifications are based on widely used industry standards such as RESTful web services and OpenAPI, which make them easy to understand and use for developers.
  4. To enable searchability, the platform extracts metadata to ensure that all data can be located using the search or the latest Graph technologies, allowing a shallow and deep search. To ensure consistency, the platform implements a master data approach, guaranteeing that a single set of definitions exists across OSDU and adjacent data platforms.
  5. For countries where data cannot be moved out of the country or where cloud services are unavailable, OSDU offers an in-country solution.
  6. OSDU supports not only modern web dashboards but also legacy applications based on Microsoft Windows or Linux desktops, allowing for a smoother transition for companies with pre-existing infrastructure.

Streamlined Data Integration for Business Value

OSDU enables companies to quickly and easily share data across applications and systems, facilitating collaboration across teams. This can improve overall operational efficiency and help companies to identify and respond to business opportunities faster. Additionally, OSDU's open-source nature means that businesses can leverage the collective expertise and resources of the community to continuously improve and innovate their data management processes.

Thanks to standardized data format and API specifications it becomes possible to streamline data integration processes for businesses, reducing the need for custom data adapters and costly data mapping. This can lead to significant cost savings for companies, as they no longer need to invest in building and maintaining custom integrations with multiple data sources and systems.

Perhaps even more important is that with seamless data integration across various systems and applications, OSDU can help businesses make data-driven decisions by leveraging data from multiple sources. This helps them attain a holistic view of their operations, and make informed decisions based on real-time insights. For example, a company using OSDU could combine data from exploration, drilling, and production operations to optimize its oil and gas reserves and reduce operational costs.

In addition to improving operational efficiency, OSDU can also enhance customer experiences and provide a competitive advantage. By leveraging data from various sources, businesses can gain insights into customer behaviors and preferences, enabling them to provide personalized experiences and tailor their offerings to meet customers' needs. This can help businesses to differentiate themselves from their competitors and increase customer loyalty.

Moreover, OSDU provides a flexible and scalable platform that can accommodate the evolving needs of businesses. As companies generate and collect more data, OSDU can easily handle the growing data volumes and integrate new data sources. This allows businesses to continuously improve their operations and decision-making processes over time.

Maximizing Benefits: OSDU Implementation Tips  for Businesses

When it comes to implementing OSDU, businesses must have a clear strategy in place. They need to identify their data management requirements and determine how OSDU can help meet those needs. To ensure a successful implementation, it is essential to have collaboration between the business and technical teams. Both teams must work together to understand the business's goals and how OSDU can help achieve those objectives.

Another important aspect of OSDU implementation is identifying the key stakeholders. These stakeholders could be business leaders, data architects, or IT professionals. Each stakeholder plays a critical role in ensuring that OSDU is implemented correctly and achieves the intended results. It is also essential to develop a communication plan to keep all stakeholders informed throughout the implementation process.

Businesses must also ensure that their technical teams are familiar with OSDU's architecture and API specifications. They can achieve this by providing training and support to their technical teams. This will enable them to effectively use the OSDU platform and implement it efficiently.

To help businesses successfully implement OSDU, it is worth mentioning several resources  freely available: 

In conclusion, businesses looking to implement OSDU must have a clear strategy in place and identify their key stakeholders. Collaboration between the business and technical teams is essential, and technical teams must be trained in OSDU's architecture and API specifications. The OSDU community and resources can provide valuable support and guidance throughout the implementation process.


In this article, we have explored the potential of OSDU to transform the way businesses manage their data, through its standardized data model and API specifications. We have discussed how OSDU can help businesses streamline their data integration processes, make data-driven decisions, and improve operational efficiency. 

When it comes to OSDU implementation, we have highlighted the importance of developing a clear strategy, identifying key stakeholders, and fostering collaboration between business and technical teams. We have also provided some tips and resources for businesses looking to adopt OSDU. 

In conclusion, OSDU offers businesses a powerful tool to overcome the challenges of data silos and fragmentation, and to harness the full potential of their data. We encourage businesses to consider adopting OSDU with help of Semantive experts and take advantage of its many benefits to drive growth, innovation, and competitiveness. Contact us to learn more.

Share the article
Team Semantive
blog /
blog /
blog /
blog /
blog /
blog /

If you’re wondering how to make IT work for your business

let us know to schedule a call with our sales representative.

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.