DARPA funded the initial research into Topological Data Analysis and strongly encouraged the commercialization of that technology based on their assessment that it is one of the most powerful AI platforms in production by scale and sophistication. Symphony AyasdiAI has applied this technology to a number of key initiatives in the Intelligence community, the Defense community, and the Public Health community – using Artificial Intelligence and Machine Learning to create solutions to address complex multi-dimensional data challenges.


Unsupervised learning techniques like segmentation, anomaly detection, and hotspot analysis accelerate the understanding of key features without the need to construct hypotheses manually. The result is a far superior understanding of the interactions in the data – and better discovery.


The goal is to understand the trajectory of a program well before it manifests itself into a problem. Our applications powered by our powerful TDA platform can extract from the mountains of unstructured and structured data that programs created to provide state of the art discovery and prediction.


Our purpose build user-friendly web-based applications enable a management office to interact with powerful and complex data science constructs without having to understand the underlying math – but with the ability to understand the outputs and interact with the results. 


Program Performance Intelligence

Insider Threat

Predictive Maintenance


Enterprise Scale

AI that works outside the lab. Be comfortable discovering risk and opportunities in billions of transactions, trades, customers, events and other data points. 


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.

Application Framework

Integrate with your existing MLA and BI tools with contextual APIs available off the shelf.

Topological Data Analysis

A breakthrough in mathematical science integrating the value of supervised and unsupervised learning, – unique, powerful and granular in discovering hidden behaviors in complex data, even dirty, poor quality data.


Fully explainable results with regulator quality reporting, validation and auditability.


A force multiplier for competitiveness, operational productivity and creating the intelligent enterprise. Your simply not as smart without Ayasdi.

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.