Unparalleled Innovation

Symphony AyasdiAI uses the world’s most sophisticated AI platform to power the design, development, deployment, and operation of enterprise-scale, intelligent applications. The Symphony AyasdiAI platform intelligence combines topological data analysis, machine learning, and statistical and geometric algorithms to find patterns automatically that elude other technologies. The Symphony AyasdiAI approach provides exceptional expandability and justification for its selections. The combination and use of algorithms enable Symphony AyasdiAI to support a range of possibilities from fully automated to semi-supervised and ultimately supervised analysis.

Enterprise Scale

Symphony AyasdiAI has invested significant resources to deliver enterprise-scale workload management to ensure that math scales with the size of the challenge, integrate with existing infrastructure, and supports applications to facilitate collaboration.

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Find weak signals, hidden activities, and events in large multi-dimensional data, structured and unstructured and text, time series and any unlabeled data from any number of sources.

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Application Framework

Quickly and seamlessly build enterprise-scale intelligence applications, or integrate with your existing MLA and BI tools with off-the-shelf contextual APIs

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Topological Data Analysis

Leverage the TDA breakthrough in mathematical science that integrates supervised and unsupervised learning, to obtain unique, powerful, and granular insights and discover hidden behaviors in complex data—even dirty, poor quality data.

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Achieve fully explainable results with regulator-quality reporting, validation, and auditability. Recognized by governments and organizations around the world for being the only transparent, fully explainable AI system commercially available.

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A force multiplier for competitiveness, operational productivity, and creating an intelligent enterprise. You’re simply not as smart without Ayasdi.

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Topological Data Analysis

The mathematical discipline of topology is the study of the shape of data. TDA is the adaptation of this discipline to analyze highly complex data, drawing on the philosophy that all data has an underlying shape, and that shape has meaning. Our approach to TDA draws on a broad range of machine learning, statistical, and geometric algorithms, synthesizing them according to the data set. TDA reduces the possibility of missing critical insights by reducing the dependency on machine learning experts choosing the right algorithms. It uses current machine learning techniques as input to find subtle patterns and insights in local data, finding even the weakest signals in data, no matter where they are.

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From unsupervised tasks like segmentation, anomaly detection, or supervised execution of linear models, Symphony AyasdiAI solutions provide an interface to business users. These solutions provide the necessary elements to completely understand the actions of an AI model or algorithm without having to understand its inner workings. Symphony AyasdiAI solutions encapsulate powerful machine learning workflows for everyday use by the end-user. Symphony AyasdiAI has invested more than $100 million in our application strategy – from the design patterns to our product Cerebro for application development.

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Enterprise AI

Deployed in production around the world addressing a broad range of business problems, both the platform and the solutions built on it support enterprise-class features required to deploy across an organization. With a full-stack platform, pre-built solutions, and an extensive SDK, Symphony AyasdiAI can integrate with and enhance your existing systems and processes at scale.

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Additional Resources

We’re different


A breakthrough in value and risk discovery. Quickly and continuously uncover competitive and profit opportunity, previously unknown risks and attacks, and finally move AI from the lab to production, to drive shareholder value.


A Top 10 DARPA innovation, with 44 patents and $100 million in R&D innovation, all delivering now the most powerful enterprise-class AI platform in existence.


Real, ready, and resilient. Data agnostic, enterprise-scale, Defense Department secure, and fully explainable AI.