Quine 2.0 Released!

by | May 20, 2026

We are thrilled to announce the release of Quine 2.0! With major updates to key enterprise integrations, A.I. capabilities, and UI/UX enhancements, Quine continues to push beyond what’s possible anywhere else for understanding high-volume data in real-time.

The Quine 2.0 Thesis

Your A.I. tools need reliable reasoning to be useful in the enterprise. Hallucinations rob the confidence from an otherwise transformative A.I. initiative. Quine is the reliable reasoning engine which anchors those A.I. agents with an always-up-to-date, perfectly reliable, and completely traceable context graph for enterprise agent workflows. Our largest customers are using “Reverse-RAG” with Quine to turn real-time event streams into 100% confident conclusions at scale for critical business processes. Quine is used throughout the Fortune 500 at the world’s leading banks, cybersecurity companies, and many U.S. government agencies and allied partners to ensure employees and agents always have the right context, at the right time, to make the right decision, when it matters most. 

One of the world’s leading global banks is using Quine to process hundreds of thousands of infrastructure events per second, routing employees to the right resources in real time, before the underlying data shifts and the recommendation becomes stale. The goal is moving from “siloed data and teams” to “real-time accessible intelligence that fuels automation and makes proactive recommendations.” 

Whether the challenge is dynamically provisioning IT infrastructure at scale, adversaries on the global stage, threat actors in the cyber domain, fraudsters, or adversarial A.I., Quine helps you see, understand, and react faster than the situation can evolve. It plugs into high-volume data streams and “connects the dots” to build a live streaming graph from millions of events every second. Data agents efficiently monitor that graph to find critical patterns immediately and run reliable algorithms to feed the perfect context for reliable action—all without an army of consultants or forward deployed engineers.

What’s New in Quine Enterprise 2.0

  • Identity, Access, and Audit – Governance and access controls dominate enterprise system deployment concerns. Quine Enterprise 2.0 integrates with many kinds of existing enterprise RBAC systems and provides a tailored experience with permission-based UI rendering for each user’s level of access. OIDC authorization, session management, SP 800-53 audit logging and many of the important-but-boring internal details are all done and in place with the latest version of Quine Enterprise.
  • API V2: the Integration Foundation – Version 2 of the REST API supports RBAC and standardizes on the Google API style guide. You can now transform ingested data with javascript before passing it to a Cypher ingest function (no extra micro-service to transform streaming data in front of Quine!). Did some bad data make it into your stream, handle it intelligently without disruption in the new deadletter queue.
  • Operating at Scale with Ease – With a new UI and dashboard, it’s easy to see the status of your Quine cluster at a glance—if you have the proper permissions. Need to add a new ingest stream or standing query? Just use the simplified multiple-choice template on the “Streams” page to set it up in seconds. Cluster stats and status are now neatly visualized from the dashboard.
  • Optimized for A.I. Coding Tools – If you’re using A.I. tools to work with Quine, just point your agent at docs.thatdot.com or the OpenAPI spec built into the docs. Our world-class human-written and human-readable documentation has also been tuned for LLM consumption. Give it a try and you can one-shot your next Quine recipe in a single prompt!

You can see the full list of changes here. If you’re upgrading a running Quine instance from a 1.x version, see the migration guide here.

Deep History

In 2022 we released Quine 1.0 as open source software at https://quine.io A revolutionary advance for graphs+streaming, it was the result of many years of high-level R&D funded DARPA, Crowdstrike, and other large organizations confronting challenges on the cutting edge of what’s possible. Since that release, Quine’s user base expanded dramatically to include many of the world’s largest banks and governments, who use Quine for critical applications inside their high-volume enterprise data pipelines. To be used at that scale also requires building the surrounding infrastructure to manage such large deployments and massive data volumes. The Open Source version of Quine has many new features and quality of life improvements, but many of the key capabilities in the 2.0 release are in support of our enterprise users.

Around the Corner

The Quine 2.0 release sets a foundation for many more exciting capabilities right around the corner. From deeper A.I. integration, a revolutionary new indexing capability, automated query writing, and more integration sources, the 2.0 is not just a major milestone, it’s the starting gun for the next leg of this exciting race.

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