AI agents are getting smarter by the week. But without high-quality, structured data, they’re running on half a brain.

Today, that changes.

Together, Baselight and Autonomys are making structured, transparent data a core building block of the agent economy. Far from being a passive service, this data plays a direct role in how agents process information, make choices, and interact within the Autonomys network.

A shared vision for smarter systems

At its core, Baselight is about removing friction between people, machines, and the datasets they depend on. We are the permissionless data hub where anyone, from a solo developer to an institutional research team, can publish, discover, and analyze structured datasets. That means AI enabled querying, dataset versioning, transparent sourcing, and distribution built right in.

Autonomys serves as the foundation layer for AI 3.0. Their network brings hyper-scalable permanent storage, high-speed data availability, and modular execution to AI-powered decentralized applications and agents. It is like giving every autonomous system a high-performance home base with persistent memory and compute at its fingertips.

Put those two together and you get something powerful. Compute and execution finally meet a living, queryable universe of data.

What this partnership means in practice

This is not a logo swap or a “we’ll see where this goes” handshake. We have mapped out how Baselight and Autonomys will work together to create tangible benefits for developers, researchers, and the broader Autonomys community.

1. Native Integration for Autonomys Users
   Autonomys users, whether they are running agents, building apps, or experimenting with autonomous workflows, will be able to upload datasets directly into Baselight. From there, they can analyze data through our browser-based SQL engine, remix it with other sources, and monetize it through access-controlled licensing. No extra infrastructure required.
   
   With the Baselight MCP server connected into Autonomys’ environment, these same datasets could be surfaced as live, queryable resources for agents. That means agents could directly request structured data, run contextual searches, and act on insights in real time, all without the developer having to write custom integration code.
   
2. Indexing the Autonomys Chain
   We are exploring ways to make Autonomys chain activity fully accessible through Baselight’s queryable, structured data environment. This could begin with ingesting available data exports from the Autonomys explorer and expand toward more comprehensive indexing over time. The goal is to give developers, researchers, and agent builders the ability to analyze chain events, agent activity, and related datasets in one place. Picture a single interface where you could explore learning experiences, transaction flows, and interaction patterns alongside other onchain and offchain data sources.
   
3. Baselight as a Data Layer in the Autonomys Ecosystem
   Baselight can serve as a key data layer for agents and applications built within the Autonomys ecosystem. This would make it easier for developers to access curated datasets, run analyses, and connect results directly into their workflows. Whether powering real-time queries, enriching agent outputs, or supporting entirely new data-driven capabilities, Baselight would help ensure that high-quality structured data is always within reach across the Autonomys ecosystem.
   
   The MCP server could take this one step further by letting Autonomys-based agents treat Baselight as a peer service in their toolset. Agents could not only consume data but also write back derived datasets or analytical results, creating a feedback loop where agent insights feed the broader ecosystem.

Why this matters now

The timing is perfect.

Agent frameworks are multiplying quickly, but most still operate like isolated islands. They can act, but they cannot easily reference or collaborate on shared, trusted datasets. The data that is available is often raw, messy, or locked behind proprietary systems.

Autonomys is solving the compute, storage, and execution side of the equation. Baselight is solving the data discoverability, queryability, and monetization side. With the MCP server acting as connective tissue between the two, this partnership is positioned to make data both accessible and actionable for agents across the network. Together, we are closing the loop and making it possible for agents to consume, process, and produce data in a way that is transparent and reusable across the ecosystem.

What you can do right now

If you are an Autonomys developer, there are already ways to start experimenting with Baselight:

• Publish a dataset → make it instantly discoverable by Baselight users for querying.
• Remix an existing dataset → combine it with your own sources to create something new.
• Prototype your agent’s next big capability → connect to the Baselight MCP server and let it run live queries in context.
• Join the MCP beta → shape the future of agent-data interaction. Email hello@baselight.ai to get started.

Theo is now gearing up to launch Fair Play’s public reports in time for the new Premier League season. He plans to publish league-wide referee fairness metrics, offer performance evaluations to clubs and referee associations, and eventually monetize the service through subscriptions or consulting.

If you are more focused on research or AI experimentation, you will soon be able to query Autonomys chain data directly in Baselight and build visualizations or models without standing up your own indexing infrastructure.

Looking ahead

This isn’t just an integration. It’s a step toward an agent-driven internet where data is living, transparent, and endlessly remixable.

We want Autonomys agents to “think” with data from anywhere, whether that is onchain activity, sports analytics, or a community-generated dataset on Baselight. We also want datasets found on Baselight to be more than static tables. We want them to be living, referenced, and improved upon by agents running in the Autonomys ecosystem.

Over the coming months, you can expect:

• Initial Autonomys datasets going live on Baselight.
• Early Baselight agents operating inside Autonomys MCP.
• Hackathons and bounty challenges with real incentives for builders.

If that sounds like something you want to be part of, keep an eye on both our channels. The agent economy is moving quickly, and this collaboration gives it a data layer worth building on.

About Autonomys

The Autonomys Network—the foundation layer for AI3.0—is a hyper-scalable decentralized AI (deAI) infrastructure stack encompassing high-throughput permanent distributed storage, data availability and access, and modular execution. Our deAI ecosystem provides all the essential components to build and deploy secure super dApps (AI-powered dApps) and on-chain agents, equipping them with advanced AI capabilities for dynamic and autonomous functionality.

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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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