List of the Top 4 Data Pipeline Software for Fastly in 2025

Meltano provides exceptional adaptability for deploying your data solutions effectively. You can gain full control over your data infrastructure from inception to completion. With a rich selection of over 300 connectors that have proven their reliability in production environments for years, numerous options are available to you. The platform allows you to execute workflows in distinct environments, conduct thorough end-to-end testing, and manage version control for every component seamlessly. Being open-source, Meltano gives you the freedom to design a data architecture that perfectly fits your requirements. By representing your entire project as code, collaborative efforts with your team can be executed with assurance. The Meltano CLI enhances the project initiation process, facilitating swift setups for data replication. Specifically tailored for handling transformations, Meltano stands out as the premier platform for executing dbt. Your complete data stack is contained within your project, making production deployment straightforward. Additionally, any modifications made during the development stage can be verified prior to moving on to continuous integration, then to staging, and finally to production. This organized methodology guarantees a seamless progression through each phase of your data pipeline, ultimately leading to more efficient project outcomes.

Observo AI is a cutting-edge platform designed specifically for the effective management of extensive telemetry data within security and DevOps sectors. By leveraging state-of-the-art machine learning methods and agentic AI, it streamlines the optimization of data, enabling businesses to process AI-generated insights in a way that is not only more efficient but also more secure and cost-effective. The platform asserts it can reduce data processing costs by more than 50% while enhancing incident response times by over 40%. Its features include intelligent data deduplication and compression, real-time anomaly detection, and the smart routing of data to appropriate storage or analytical frameworks. Furthermore, it enriches data streams with contextual insights, thereby increasing the precision of threat detection and minimizing false positives. Observo AI also provides a cloud-based searchable data lake that simplifies the processes of data storage and retrieval, facilitating easier access to essential information for organizations. This holistic strategy empowers enterprises to stay ahead of the constantly changing cybersecurity threat landscape, ensuring they are well-equipped to address emerging challenges. Through such innovations, Observo AI positions itself as a vital tool in the ongoing fight against cyber threats.

Onum operates as an advanced real-time data intelligence platform tailored to empower security and IT teams, enabling them to derive actionable insights from streaming data, which significantly accelerates decision-making and boosts operational efficiency. By processing data at its source, Onum enables decisions to be made in just milliseconds instead of the typical minutes, which optimizes complex workflows and reduces costs. It offers sophisticated data reduction features that intelligently filter and compress data at the origin, ensuring that only vital information is transmitted to analytics systems, thereby minimizing storage requirements and associated expenses. Moreover, Onum incorporates data enrichment tools that transform raw data into actionable intelligence by providing context and correlations instantaneously. The platform also streamlines data pipeline management through efficient data routing, guaranteeing that the right information reaches its intended destinations almost instantly, while supporting a diverse array of data sources and endpoints. This holistic strategy not only improves operational flexibility but also equips teams to make timely, informed decisions. Ultimately, Onum stands out as a crucial ally for organizations looking to leverage real-time data for competitive advantage.

Data plays a crucial role in enhancing the effectiveness, profitability, and user experience of streaming video services. Datazoom empowers video publishers to optimize their distributed systems by centralizing, standardizing, and integrating data in real-time, thereby creating a robust data pipeline that enhances observability and adaptability while streamlining solutions. As a video data platform, Datazoom continuously collects data from various endpoints, including CDNs and video players, through a network of collectors. Once this data is collected, it is normalized using consistent data definitions, ensuring uniformity across the board. Subsequently, the refined data is transmitted through connectors to various analytics platforms like Google BigQuery, Google Analytics, and Splunk, allowing for seamless integration. Visualization tools such as Looker or Superset can then be utilized to interpret and analyze this data effectively. By leveraging Datazoom, you unlock the potential for a more efficient and impactful data pipeline, enabling you to access the necessary data swiftly and address any urgent issues without delay. In a fast-paced digital landscape, timely access to accurate data can make all the difference in maintaining a competitive edge.