Ayasdi: Machine Learning for Data Processing  

Introduction

Ayasdi provides revolutionary machine intelligence software that can process large amounts of complex data and help extract actionable insights. 

It works with leading companies worldwide, including those from Fortune 500. It allows them to move from massive data to impactful solutions with the help of topological data analysis, automation, and machine learning. 

Ayasdi reached out to Avenga to develop an application tailored specifically to the needs of financial analysts that could be integrated into the technical infrastructures of an enterprise. The idea was to launch a tool that, through Ayasdi’s predictive modeling, could help identify transactional frauds better, simplify trading decision-making, and solve major problems businesses face. 

Challenge 

Ayasdi’s AI capabilities were already advanced, with a platform built on topological data analysis and automation. However, their enterprise users – particularly financial analysts – lacked a simple way to interact with this power. They needed a streamlined, installable application that would:

• Integrate seamlessly with Ayasdi’s infrastructure 

• Provide an intuitive interface for data modeling 

• Ensure secure access via Single Sign-On (SSO) 

• Enable custom data processing and post-analysis 

Solution

Process 

Discover

Avenga’s team worked closely with Ayasdi stakeholders to uncover key pain points experienced by end users: complexity of setup, limited modeling flexibility, and insufficient integration with financial workflows. 

This discovery phase laid the foundation for a solution truly aligned with users’ real-world challenges. 

Define

Clear goals were set: Avenga is to develop an intuitive UI, build custom data preprocessing tools, ensure compatibility with Ayasdi’s infrastructure, and integrate secure SSO access to Workbench. 

By precisely defining the scope, the project stayed focused, efficient, and goal-driven. 

Develop

We engineered a lightweight application with custom data pre-processing, modeling, and workflow tools—all integrated seamlessly with Ayasdi AI for effortless, enterprise-level use. 

The result was a powerful tool tailored for analysts, without compromising technical complexity. 

Deliver

After rigorous testing, Avenga deployed the Modeler across enterprise environments. The tool enabled analysts to transform raw data into actionable insights, visualize complex models, and make informed decisions quickly.

Delivery exceeded expectations, providing an immediate boost in productivity and usability for Ayasdi’s clients. The Modeler application was engineered from the ground up and delivered on time and withing a budget. 

Results 

The delivery of Modeler transformed how Ayasdi’s clients interact with machine learning insights. Key results include: 

• Enhanced fraud detection and improved financial risk assessment through custom modeling 

• A tool for quick and custom data modeling that allows firms to assess financial risks better, prevent frauds, etc 

• Greater accessibility to Ayasdi AI via a simple interface and seamless SSO integration 

• Detailed, built-in reporting tools that simplify data interpretation 

• Stronger personalization through AI-driven customer profiling 

Turn your AI capabilities into impactful tools 

Let’s talk

This project showcases the power of tailored application development in unlocking the full potential of advanced AI platforms. By collaborating with Avenga, Ayasdi transformed its cutting-edge machine learning engine into a practical, enterprise-ready tool for financial professionals.