SQD’s Blockchain Analytics Partnership Brings 225+ Networks to Google Cloud

Enterprise interest in blockchain data just got a major boost from one of the world’s biggest cloud providers. SQD, the Zug-based Web3 infrastructure company formerly known as Subsquid, has struck a blockchain analytics partnership with Google Cloud, positioning its validated data pipelines as the backbone behind Google’s new Blockchain Analytics offering inside BigQuery. The deal, announced by Subsquid Labs GmbH, signals that enterprise-grade on-chain data has moved from a niche developer tool to something big cloud platforms are willing to build products around.

Key takeaways

• SQD, through its enterprise arm SQD 360, supplies the indexing and data pipelines powering Google Cloud’s Blockchain Analytics.
• Every block is checked with six cryptographic verification steps, including multi-source checks, transaction roots and state roots, before it reaches users.
• Google Cloud’s BigQuery platform now integrates SQD’s validated blockchain data, combining it with BigQuery’s machine learning and business intelligence tools.
• SQD already streams real-time data from more than 225 blockchain networks through a single API, serving clients such as Morpho, GMX, PancakeSwap, RAILGUN, zkVerify and Deutsche Telekom.
• SQD CEO Wanja Oberhof calls the deal “a meaningful step toward making blockchain analytics usable at enterprise scale.”

SQD Powers Google Cloud’s Blockchain Analytics

SQD’s role in this collaboration comes down to infrastructure: it feeds Google Cloud the raw material analysts and enterprises actually need to trust. Through SQD 360, the company’s enterprise division, SQD supplies the indexing and data pipelines that sit behind Google Cloud’s Blockchain Analytics product. That infrastructure is designed to keep on-chain data accurate, complete and fresh, delivered directly into the environments where analysts, developers and enterprise teams already operate.

Enterprise-grade data pipelines by SQD 360

SQD 360 isn’t a separate product line so much as a hardened version of the indexing technology SQD has run since it launched. Rather than asking enterprises to bolt on extra tooling, SQD 360 is built to plug straight into workflows that companies already use, which is precisely why Google Cloud picked it as the foundation for a new analytics layer rather than building that layer from scratch.

That same validated foundation now underpins blockchain analytics inside BigQuery, Google Cloud’s fully managed, serverless data platform that comes with built-in machine learning and business intelligence features. In practice, this means enterprise teams already running queries in BigQuery can pull in on-chain data without switching platforms or standing up separate blockchain infrastructure.

Robust Data Validation Ensuring Accuracy

Data accuracy is the whole selling point here, and SQD backs it with a specific verification process rather than a vague promise. According to the company, every block is validated with six cryptographic checks before it’s served to a user, a step designed to catch errors before they ever reach an analyst’s dashboard.

Six cryptographic checks per block

Those checks include multi-source verification, transaction root comparisons and state root confirmations, among others. It’s the kind of layered validation typically associated with institutional-grade financial systems rather than typical blockchain indexers, and SQD frames it as the same standard that’s made the company a go-to backend for production applications. The idea is straightforward: if enterprise clients are going to build analytics and reporting on top of blockchain data, that data has to be provably correct, not just fast to retrieve.

Enterprise-scale Blockchain Data Accessibility

Scale is where this blockchain analytics partnership starts to matter beyond a single product integration. SQD delivers validated, real-time blockchain data across more than 225 networks through one streaming API, giving applications, institutions and even AI agents a single point of access to verifiable on-chain activity instead of stitching together dozens of separate data feeds.

Real-time data from over 225 networks

That breadth matters for enterprise clients who work across multiple chains and don’t want to manage a patchwork of custom integrations for each one. Pairing that reach with BigQuery’s analytics tools effectively turns a sprawling, fragmented blockchain data landscape into something queryable from a single, familiar environment. That’s a meaningful shift for companies that have historically treated multichain analytics as a technical headache rather than something they could plug into existing business intelligence workflows.

SQD frames the broader ambition around openness as much as accuracy. The partnership, the company says, supports open access to public Web3 data as a foundation the wider ecosystem can build on, rather than locking validated blockchain data behind a single walled garden.

Leadership Vision and Future Developments

SQD CEO Wanja Oberhof tied the announcement to a broader philosophy about how blockchain data should work. “For us at Subsquid, this is a natural extension of a simple belief: blockchain data should be complete, accurate, and provable and most importantly of all, openly accessible,” Oberhof said. “Bringing that standard to a platform like Google Cloud Web3 Blockchain Analytics is a meaningful step toward making blockchain analytics usable at enterprise scale.”

Oberhof went further in describing what the deal signals for the industry: “Partnering with Google Cloud Web3 to bring our validated data standard to BigQuery is a defining step for SQD, and a strong signal that enterprise-grade blockchain data has arrived. This partnership builds toward a shared goal with Google Cloud Web3: open access to public Web3 data as a foundation the whole ecosystem can build on.”

Why this matters now: cloud providers integrating validated on-chain data directly into mainstream analytics tools lowers the barrier for traditional enterprises to work with blockchain information without hiring specialized crypto data teams. For SQD, landing inside a platform as widely used as BigQuery also puts its validation methodology in front of an audience far larger than the typical Web3 developer base.

SQD describes this stage as a foundation rather than a finished product, with expanded capabilities, additional blockchain networks and what it calls “agentic enhancement” listed on its roadmap. Founded in 2021 in Zug, Switzerland, SQD already powers production infrastructure for clients including Morpho, GMX, PancakeSwap, RAILGUN, zkVerify and Deutsche Telekom — a client list that suggests this Google Cloud integration is less a one-off experiment than an extension of infrastructure SQD has already proven at scale.

FAQ

What role does SQD play in the partnership with Google Cloud?

SQD, through its enterprise arm SQD 360, provides the indexing and data pipelines that power Google Cloud’s Blockchain Analytics.

How does SQD ensure the accuracy of blockchain data?

SQD validates every blockchain block with six cryptographic checks before delivering the data, ensuring high correctness.

Which Google Cloud platform integrates with SQD’s blockchain data?

Google Cloud’s BigQuery platform integrates with SQD’s validated blockchain data to provide blockchain analytics.

What is the strategic goal of the SQD and Google Cloud partnership?

The partnership aims to make blockchain analytics usable at enterprise scale by providing complete, accurate, provable, and openly accessible blockchain data.

Article produced with the assistance of artificial intelligence and reviewed by the editorial team.