Powering AI-Driven Outcomes-as-a-Service:

How a Hybrid Cloud Provider Turned AI Experimentation Into a $30M Growth Engine

About

A global hybrid cloud and infrastructure provider wanted to evolve from a traditional infrastructure operator into an AI-enabled outcomes partner for its enterprise customers. By embedding the Uniphore Business AI Cloud into its AI services portfolio, the provider was able to establish AI-powered outcome services as a strategic growth engine.

Challenge

While customers were experimenting with AI models, there was no unified way to manage inference, governance, and agentic execution in production environments.

The provider needed a platform that could enable AI at scale across diverse customer ecosystems — one capable of moving from model experimentation to governed, production-grade AI execution across enterprise client environments.

Solution

Uniphore partnered with the provider to embed the Business AI Cloud into its AI services portfolio.

The initial phase focused on inference-as-a-service, optimizing model deployment and performance across hybrid environments.

Subsequent expansion included:

  • Development of domain-specific SLM capabilities
  • Governance and AI security frameworks
  • Agentic workflow orchestration enabling AI execution across customer environments

The Business AI Cloud became the backbone for delivering AI-driven outcomes to enterprise clients.

Global Hybrid Cloud Provider content image

$30M ARR
Projected Over Three Years

Strategic
Growth Engine

Production
AI Deployment

Business
Model Transformation