Tollgate: The Profitability Platform for AI Agents

Introduction

Tollgate is a specialized software platform designed to help businesses running AI agents understand their true profitability. In the world of artificial intelligence, it is easy to get lost in blended numbers that hide which customers are making money and which are losing it. Tollgate solves this by connecting what a company charges with exactly how much every single AI run costs. It provides live, granular data on gross margins for each customer, each agent, and every individual task performed by the AI.

Benefits

Tollgate offers several key advantages for teams scaling their AI products. First, it provides real-time visibility into unit economics. Instead of waiting for monthly reports, businesses can see immediately which workflows are unprofitable. This allows them to fix issues before they cause significant financial loss. Second, the platform tracks every detail of AI spending. It accounts for input tokens, output tokens, reasoning tokens, cached tokens, and tool-call costs across all major AI providers like OpenAI and Anthropic. Third, it sends instant alerts. If costs spike or a customer starts running at a negative margin, the team gets notified via email or webhook right away. Finally, it includes a margin simulator. This tool lets companies test new pricing ideas or supplier changes before making them live, showing exactly how those changes will affect the bottom line.

Use Cases

Tollgate is built for teams that are serious about growing their AI businesses. It works for seed-stage startups just launching their first product as well as growth-stage companies managing complex AI stacks. Developers can easily integrate the tool by adding a simple line of code to their application after every AI call. For teams using AI coding assistants like GitHub Copilot or Cursor, Tollgate offers an auto-instrumentation feature that automatically tracks costs without manual setup. The platform is ideal for companies that need to prove their financial health to investors or that need to make quick pricing decisions based on accurate data rather than guesses.

Pricing

Tollgate offers a clear pricing structure to match different stages of growth. The Starter plan is free and costs $0 per month. It is perfect for early builders and includes tracking for up to 10,000 events per month along with basic dashboards. The Growth plan costs $55 per month and is designed for scaling startups. It supports up to 500,000 events per month and adds features like email and webhook alerts. The Scale plan costs $159 per month and is for larger workloads. It includes up to 5 million events per month and adds security features like Single Sign-On. For very large organizations with custom needs, there is an Enterprise plan with a custom price that offers dedicated databases and service level agreements.

Vibes

While specific customer testimonials are not detailed in the available information, the product has generated interest in the AI developer community by addressing a critical gap in the market. The focus on real-time profitability and the ability to track reasoning tokens have been highlighted as major improvements over traditional billing tools. The platform is seen as a necessary tool for any AI company that wants to move beyond experimentation and start running a sustainable, profitable business. The emphasis on data privacy, where only metadata is stored and no conversation content is kept, has also been noted as a strong point for enterprise adoption.

Additional Information

Tollgate is built with enterprise security standards in mind. It supports security protocols like OIDC Single Sign-On for companies using Google Workspace, Okta, or Microsoft Azure AD. The platform also includes detailed audit logs that are ready for compliance reviews. Users have full control over their data and can request deletion at any time, with the system removing all data within 48 hours. The company is positioned to support teams from the very beginning of their journey through to large-scale operations, ensuring that profitability is never a mystery.