Manage AI Usage Costs
Set budgets, monitor spending, and control AI usage costs across your organization. Visibility and guardrails so AI adoption doesn't mean runaway expenses.
An AI harness for enterprises. Deploy AI to your users safely with control over cost, data sharing, and application governance—plus intelligent routing to optimize your team's AI workloads.
Built on the Amplified IQ platform—AmpIQ Operating System gives enterprises the controls they need to adopt AI at scale without losing governance over cost, data, or company assets.
The problem
Organizations want their teams using AI, but rolling out AI without guardrails creates real risks: runaway costs, sensitive data leaking to providers, and vibe-coded applications landing outside managed environments where company assets aren't protected.
What AmpIQ OS does
AmpIQ Operating System is an AI harness designed to help enterprises deploy AI to their users with the controls needed to manage cost, data sharing, and application governance—plus intelligent routing to optimize workloads across your AI providers.
Set budgets, monitor spending, and control AI usage costs across your organization. Visibility and guardrails so AI adoption doesn't mean runaway expenses.
Manage what data gets shared with AI providers. Protect sensitive company information and maintain compliance while enabling AI workflows.
Route AI workloads to your company's providers of choice and match the right level of intelligence to each task—optimize cost and performance.
Deploy vibe-coded applications inside a managed environment with monitoring, asset protection, and appropriate controls—not in the wild.
The control layer that lets you deploy AI to users safely. Governance without blocking adoption—your teams get AI with the guardrails you need.
How it's built
AmpIQ Operating System is built with the Amplified IQ process—Idea defined the enterprise AI control requirements, Build created the harness with AI-accelerated development, Support handles deployment and adoption, and Sell scales the platform as AI needs grow.
Identified the real barriers to enterprise AI adoption: cost overruns, data leakage, and ungoverned applications. Scoped the harness to deliver controls that enable adoption, not block it.
Built the AI harness with cost controls, data-sharing governance, intelligent routing, and managed runtime for vibe apps. Architecture designed for enterprise scale and security requirements.
Roll out AI to your teams with the controls in place. Training, onboarding, and support so users adopt AI safely and IT maintains the governance the enterprise requires.
As AI usage grows, the harness scales with it. More users, more workloads, more vibe apps—all within the managed environment with cost, data, and asset controls intact.
AmpIQ Operating System proves that enterprise AI adoption doesn't have to mean choosing between innovation and control. The harness delivers both: safe AI deployment with the governance enterprises need.
Who it's for
AmpIQ Operating System is designed for organizations that want their teams using AI but need controls to manage cost, protect data, and govern applications. If you're enabling AI adoption at enterprise scale, the harness gives you the guardrails to do it safely.
AmpIQ Operating System is for enterprises that refuse to choose between AI adoption and governance. The harness delivers controlled, safe AI deployment—so your teams get the tools they need and your organization maintains the controls it requires.
If you're ready to enable AI adoption at enterprise scale with controls over cost, data, and governance, let's talk. We'll show you how AmpIQ Operating System delivers the harness enterprises need to deploy AI to users safely.