Stack Console Integrates with HostedAI to Simplify AI Infrastructure Delivery

The demand for AI infrastructure is growing rapidly as enterprises, startups, and developers look for scalable platforms to run machine learning, inference, and data-intensive workloads. Cloud providers and data centers are increasingly exploring ways to offer AI infrastructure as a service—but managing provisioning, access, and billing remains a major challenge.

To address this, Stack Console has integrated with HostedAI, enabling cloud providers to deliver AI-ready infrastructure through a unified, automated, and billable platform.

What Is HostedAI?

HostedAI is a platform designed to simplify the deployment and consumption of AI infrastructure. It enables organizations to access AI-ready environments—often backed by GPU and high-performance compute—without the complexity of managing the underlying infrastructure.

HostedAI focuses on:

  • Simplifying access to AI compute resources

  • Enabling scalable AI workloads

  • Reducing operational overhead for AI deployments

This makes HostedAI an ideal backend platform for providers looking to offer AI services to customers.

Why AI Infrastructure Needs a Commerce Layer

While platforms like HostedAI handle AI infrastructure and workloads, they are not designed to manage:

  • Customer onboarding

  • Subscription and usage-based billing

  • Invoicing and payments

  • Self-service access for end customers

  • White-label delivery

For cloud providers, MSPs, and data centers, these capabilities are essential to commercialize AI services effectively.

This is where Stack Console plays a critical role.

What the Stack Console + HostedAI Integration Delivers

With this new integration, Stack Console acts as the cloud commerce and management layer on top of HostedAI.

Together, the platforms enable providers to:

  • Offer HostedAI-powered AI infrastructure through a white-label portal

  • Automate customer onboarding and service activation

  • Manage subscriptions or usage-based billing

  • Generate invoices and track payments

  • Provide customers with a self-service experience

This allows providers to focus on selling AI services, not managing manual workflows.

Automated Provisioning for AI Services

Through Stack Console, providers can define AI service plans backed by HostedAI infrastructure. Once a customer subscribes:

  • Services are provisioned automatically

  • Access is controlled per customer or project

  • Billing starts immediately based on the selected plan or usage

This eliminates the need for manual provisioning and ensures accurate billing from day one.

Billing Automation for AI Infrastructure

AI workloads often involve variable consumption, making billing complex.

With Stack Console, providers can:

  • Offer subscription-based AI services

  • Support usage-based billing for AI workloads

  • Bundle AI infrastructure with other cloud services

  • Apply pricing rules, quotas, and limits

This makes it easier to monetize HostedAI-backed services while maintaining transparency for customers.

White-Label Self-Service Portal for AI Customers

Customer experience is critical when delivering AI services.

Using Stack Console, providers can offer a fully white-label self-service portal where customers can:

  • Access AI services powered by HostedAI

  • View active subscriptions

  • Track usage and billing

  • Download invoices

  • Raise support tickets

This creates a professional, enterprise-ready AI service experience.

Who Benefits from This Integration?

The Stack Console + HostedAI integration is ideal for:

  • Cloud providers launching AI infrastructure services

  • MSPs offering managed AI platforms

  • Data centers monetizing GPU and AI-ready environments

  • Telcos and ISPs expanding into AI services

  • Enterprises offering AI platforms to internal teams

Why This Integration Matters

As AI adoption accelerates, providers need more than just infrastructure—they need a complete platform to sell, manage, and bill AI services.

By combining:

  • HostedAI’s AI infrastructure capabilities

  • Stack Console’s billing, automation, and self-service platform

Providers get a ready-to-market solution for AI infrastructure delivery.

Final Thoughts

The new HostedAI integration reinforces Stack Console’s mission to help cloud providers monetize modern infrastructure—whether it’s virtual machines, Kubernetes, object storage, backups, or now AI platforms.

With Stack Console and HostedAI, providers can launch AI services faster, operate more efficiently, and scale their AI business with confidence.

Planning to offer AI infrastructure as a service?
See how Stack Console helps you deliver HostedAI-powered services with automated billing and self-service.

Request a Demo →

Sachin Kulkarni

Sachin Kulkarni

About Author

Cloud consultant specializing in cloud orchestration, automation, and modern infrastructure. Writes about real-world cloud challenges, solutions, and best practices for providers.