Technology Services • Azure AI Machine Learning

Machine Learning Models to Support Telesales

Built machine learning models on Azure to automate and improve telesales processes, with API integration and CI/CD.

Ref: IPTLS104161

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The challenge

The client wanted to apply AI to its telesales operation.

The approach

Kumulus prepared the data, developed machine learning models and validated them technically, using Microsoft Azure with APIs, DevOps and CI/CD.

The outcome

Model-supported sales work now has a repeatable release path into existing telesales operations. The Azure machine-learning workflow is exposed through API Management, with Terraform and CI/CD pipelines deploying Azure Functions to development and production, and performance testing.

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