Nextdata OS autonomous data products work the same way across your entire data estate, so you can cost-effectively scale out data product development, execution, governance and discovery across all your business domains, technology stacks and applications.

Nextdata OS autonomous data products are inherently multi-modal, so a given data product and its semantics and policies can serve data for agents, analytics, and applications. The same autonomous data product can output to a table, a vector database or free text - no more need for specialized data silos or synchronizing multiple data pipelines.

More than just monitoring and alerting, Nextdata autonomous data products are self-governing. They evaluate contracts and controls throughout their lifecycle to ensure data integrity and information security before serving data. Global policies are automatically applied at run time and continuously validated to assure their real-time organizational compliance.

Nextdata OS autonomous data products are self-publishing and automatically discoverable, so both human users and AI agents can search and find the right data product. Metrics on usage, performance, quality intuitively communicate trustworthiness. Automatically emerging lineage and semantic relationships help users easily understand the data, and when they're ready to access it, one click automatically provides governed access per your policies. Existing use cases and users aren’t disrupted.

Nextdata OS provides a simple and generative way to create autonomous data products—whether you’re starting greenfield, from an analytics or AI experiment, or bootstrapping a brownfield system by turning complex pipelines or data assets into domain-oriented data products. Just declare your data product spec and launch it. An autonomous data product takes care of the rest itself, provisioning the infrastructure, sensing the data shifts and generating data, checking quality before processing to keep bad data from getting in or out, becoming discoverable, providing secure access and giving you real-time insights about its health and performance.

Nextdata OS uses an extensible driver architecture that lets autonomous data products control and orchestrate all of your storage, compute and quality resources - providing a consistent user and developer experience for all your data and code, without requiring migration or refactoring. Drivers are open and extensible, so you can support bespoke data storage,compute and other foundational infrastructure as well.

Autonomous data products automatically find and connect with their neighbours to make an observable mesh of data products across your enterprise. Mesh-wide insights show you which data products are healthy and being used, and which are "lonely". Insight into patterns of consumption and creation help drive the cultural changes required for data democratization, and infrastructure utilization dashboard help optimize storage and compute costs.