How Dune Is Making On-Chain Data Actually Usable

At ETH Denver, Dune VP of GTM Arnaud Simeray described a simple idea with a difficult execution: blockchain data is public, but that does not mean it is easy to use. Dune’s mission is to make on-chain data accessible, readable, and useful for everyone from crypto-native teams to banks, tax firms, and AI agents.

That mission matters more than ever as activity spreads across Ethereum, Solana, Polygon, Tron, and many other chains. For more context on Dune’s broader positioning, see the AI News coverage and the main news category on Genzio Media.

What Dune Actually Does

Dune is an on-chain data platform that aggregates blockchain data across 130-plus networks. The company stores historical data, cleans it, transforms it, and makes it human readable so analysts and businesses can ask real questions without having to build their own data pipelines.

That kind of infrastructure is especially important because public blockchains are fragmented. Different chains use different architectures, and raw data can be difficult to query in a consistent way. Dune’s approach is to centralize that complexity and present it in a format people can actually work with.

• Historical blockchain data since genesis

• Human-readable dashboards and datasets

• Coverage across multiple ecosystems and transaction types

• Support for both technical and non-technical users

Why On-Chain Data Is Still Hard to Access

One of the key themes from the interview was the myth that public data is automatically accessible. In reality, blockchain data often needs to be indexed, normalized, and cleaned before it becomes useful. That takes major compute, storage, and engineering investment.

Dune has spent years building that foundation. The result is a platform that can help users analyze everything from protocol activity to stablecoin flows and DeFi usage. For readers exploring the business side of this ecosystem, Genzio Media’s Finance section covers the broader market context.

Stablecoins Are a Major Near-Term Focus

One of Dune’s upcoming releases is a new stablecoin dataset developed with Visa and Steakhouse. The dataset is expected to cover more than 200 stablecoins and expand beyond dollar-pegged assets to include non-USD stablecoins as well.

This is important because stablecoin adoption is growing globally, especially in regions like Latin America, Africa, and Asia. As new issuers enter the market, the need for reliable, easy-to-understand data becomes more urgent. Dune also plans to publish a report that translates the raw data into a format that is easier for non-technical readers to digest.

For official background on stablecoin-related research and market trends, see Visa’s digital currency initiatives at https://usa.visa.com/solutions/crypto.html and Steakhouse Financial at https://www.stk.house/.

AI Is Becoming Central to Dune’s Strategy

Dune is also leaning heavily into AI. Internally, the company describes itself as AI-first, using automation and AI tools across product, engineering, finance, and go-to-market teams. Externally, the big next step is Dune MCP, which will let users connect Dune’s data directly to their own AI agents.

That could be a meaningful shift. Instead of manually navigating dashboards, users may be able to prompt an agent with a complex or simple question and receive an answer, chart, or analysis powered by live on-chain data. In practical terms, this brings blockchain analytics closer to the workflow people already use with modern AI tools.

For more on the intersection of AI and data infrastructure, MIT’s Computer Science and Artificial Intelligence Laboratory is a strong reference point: https://www.csail.mit.edu/.

Who Uses Dune Today

Historically, Dune became known for public dashboards built by the crypto community. Today, its user base is much broader and more B2B-focused.

According to Simeray, Dune is used by crypto-native companies, exchanges, DeFi protocols, venture firms, banks, government entities, tax and accounting firms, and digital asset managers. That expansion reflects a larger trend: as more of finance moves on-chain, more institutions need trustworthy data to understand what is happening.

• Crypto exchanges and protocols

• Venture capital firms

• Banks and asset managers

• Government and compliance teams

• Tax and accounting professionals

Why ETH Denver Felt Different

The interview also highlighted the tone of ETH Denver itself. Compared with larger, noisier conferences, this year’s event felt more focused, with higher-quality conversations and more serious builders in the room. That is often what makes industry events valuable: not just attendance numbers, but the depth of the conversations.

If you want more event-driven crypto coverage, browse the Events section. For company updates and broader editorial coverage, visit Genzio Media.

What This Means for the Future of Blockchain Analytics

Dune’s direction suggests that blockchain analytics is moving in two important ways at once: deeper infrastructure on the backend and simpler, more conversational access on the front end. That combination could make on-chain data far more useful for mainstream finance, compliance, and AI workflows.

In other words, the future is not just about collecting blockchain data. It is about making that data fast, understandable, and actionable at scale.

FAQ

What is Dune? Dune is an on-chain data platform that helps users access, query, and analyze blockchain data across many networks.

Why is Dune important? It turns raw blockchain activity into human-readable insights for businesses, institutions, and developers.

What is Dune MCP? It is an upcoming tool that will let users connect Dune’s data to AI agents for natural-language querying and analysis.