Blankstate is sensing infrastructure for interactions. It is built to measure critical thinking and other abstract aspects of exchanges, and it describes its system as a way to map interactions quickly and make expertise measurable and transferable.
Its core capabilities are grouped around three named solutions. Replay provides forensic analysis and transparent reconstruction back to source evidence, with timeline reconstruction and entity tracking. Provenance covers population dynamics across thousands or millions of interactions and includes cohort analysis, trend detection, and anomaly surfacing. The site also describes population analysis and anomaly detection at scale, and says every signal is explainable and fully traceable. One example shown on the page applies the system to investment suitability, where it says protocols can detect risk disclosure quality, client understanding verification, and recommendation appropriateness across advisor-client interactions.
Blankstate says its SGM powers the protocols and acts as digital sensors that can capture any interactions. It presents the platform as universal, designed for long-term evolution and able to automatically adapt. The ecosystem also includes Atlas, described as the core environment where protocols are designed, calibrated, and benchmarked against global standards. Programmatic access is available through an API, SDK, CLI, and MCP, which the page describes as a native integration interface for agents. The API, SDK, CLI, and MCP are all tied to deterministic, explainable, traceable signals, and the CLI is described as supporting real-time authentication and protocol configuration validation.
The site says measurement is billed in Interaction Compute Seconds, or ICS. It also states that Blankstate is backed by peer-reviewed research and deployed across the globe. Copyright and help links identify the company as Blankstate AI.
Blankstate is an Other analytics project. It enables organizations to measure, analyze, and reconstruct digital interactions for compliance and performance. It is built as a B2B product for enterprise compliance and analytics teams. It runs on the command line and API.
Behind Blankstate is Blankstate, and it first shipped in 2026. Among its 5 catalogued features are interaction sensing, cohort analysis, and anomaly detection.
Summary written by a language model from the project’s public pages.
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