Everyone should be a data analyst. Today, that gets a whole lot easier.
Baselight and Walrus are now connected, bringing together decentralized data management and intelligent analytics in a way that just works. You can store your files permanently with Walrus, then explore, analyze, and interact with them in real time using Baselight. There is no backend setup, no new infrastructure needed, just insights at your fingertips.
Truly own your data with Baselight. Secure it with confidence using Walrus. Then start asking questions, building models, and discovering patterns across a unified analytics layer designed for both humans and machines. The data economy doesn’t need to be locked down or hidden behind permissioned gardens. It should be transparent, composable, and open to everyone.
Structured meets stored
Walrus brings the data layer providing decentralized infrastructure that makes data fast, dynamic and verifiable. With Quilt, its new upgrade for small-file support, you can handle thousands of log files, snapshots, model outputs, or events with no performance hit and no clunky batch processing.
Now, Baselight connects directly to Walrus. Your datasets are no longer just blobs. They are structured, indexed, and ready to be queried, visualized, and processed.
Imagine a shelf full of unmarked boxes. Walrus gives you the shelf, keeps everything in place, and makes sure nothing ever goes missing. Baselight allows you to discover structured data, take it off the metaphorical shelf, analyze it with a few commands, and visualize it seamlessly.
This is what usable decentralized data looks like.
No gatekeepers. No sales calls. No holding pattern.
Traditional data platforms are not exactly known for being open. Want to list your dataset? Get ready to fill out forms, meet with sales reps, and wait through approval cycles. Even if you get accepted, it can take days or weeks to go live.
We do not work like that.
With Baselight, publishing a dataset takes minutes. You upload it, add your metadata, and it is live. We are working to link datasets stored on Walrus for easy indexing and surfacing across our analytics engine.
There is no permission form, no bottleneck, and no waiting game. You decide when your data is ready. We make sure it is usable.
What this actually enables
Here is what this looks like in the wild.
A team building autonomous agents uploads telemetry data to Walrus. The team connects the data to Baselight, where the data is then indexed into files, structured with fields, and surfaced to their AI models in context. The agents can now ask questions, monitor performance, and adapt based on results.
A researcher collecting public health data stores encrypted snapshots across Walrus. They configure access rules through Baselight so their network of collaborators can analyze the data securely, without moving or duplicating anything.
A Web2 company begins migrating product analytics off centralized clouds. They store structured logs in Walrus, then run interactive reports inside Baselight using natural language prompts. No data warehouse. No vendor lock-in. Just answers.
What you can do right now
Here is how to get started.
If you are already storing data on Walrus, you will soon be able to connect it to Baselight and start querying. Soon your files can be transformed into structured datasets with zero custom infrastructure.
If you are publishing datasets for research, agent workflows, or public access, you can now add programmable access rules, build visualizations, and enable AI interaction using Baselight’s tools.
If you are just getting started, explore the public catalog. Fork a dataset. Ask a question. See what is possible.
About Walrus
Walrus is the global data layer for developers, providing decentralized infrastructure and services including data storage, availability, programmability, and access controls. From AI to media and gaming to DeFi, Walrus gives builders full control over their data and new ways to create value. Created by Mysten Labs, the team behind Sui – a leading Layer 1 blockchain – Walrus launched on Mainnet in March 2025. To learn more, please visit walrus.xyz.
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About Baselight
Baselight is the permissionless data hub powering the next era of intelligent computation and AI-driven discovery. Founded by experts in distributed systems, cryptography, and large-scale data infrastructure, Baselight enables anyone to publish, discover, query, and monetize structured datasets through a unified platform. It eliminates the friction of fragmented tools and locked-down data silos by combining data discovery, analytics, and transparent monetization in one composable protocol. With native support for AI agents and large language models, Baselight makes it easy to integrate structured data into autonomous workflows and real-time analysis. Designed for analysts, developers, researchers, and intelligent systems alike, Baselight brings structure, auditability, and collaboration to data workflows at scale.
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