AGAT Software launches Pragatix AI Gateway for cost control and governance

AGAT Software has launched Pragatix AI Gateway, a control layer for enterprises that want real-time visibility into AI spending, access and policy enforcement across models, agents and internal systems. The launch targets companies struggling to track consumption, manage credentials and prevent data exposure as AI use spreads across more providers and workloads.

Why it matters: - Enterprises are using more AI providers, models and agents at the same time, which makes spending harder to track and govern. - Pragatix AI Gateway is built to help companies control costs, enforce policy and reduce security risk without rebuilding controls into every application. - The product is aimed at finance, security, IT and platform teams that need shared visibility into AI usage.

What happened: - AGAT Software announced Pragatix AI Gateway on October 15, 2026. - The gateway is a centralized control layer for AI traffic across applications, developers, AI agents and internal systems. - The product is part of the broader Pragatix AI Security Suite. - The suite is available in SaaS, private cloud, on-premises and air-gapped deployment options.

The details: - Pragatix AI Gateway routes AI traffic through one governed access layer. - The system tracks consumption and costs in real time by user, team, application, agent, project, model and provider. - Organizations can set cost-based or token-based limits, receive threshold alerts and block usage when limits are exceeded. - The gateway can route requests to models based on cost, performance and policy. - It includes prompt caching and safeguards against duplicate, excessive or unauthorized usage. - The platform supports external AI providers, cloud AI services, local AI services, private cloud models and custom internal models. - Centralized provider access is designed to reduce risks tied to unmanaged API keys and credentials. - Real-time policy enforcement controls which AI services can be used, who can use them, which use cases are allowed and how data may be shared. - Data and prompt monitoring is designed to flag sensitive data exposure, prompt injection, jailbreaking and other risky activity. - Agent tool inspection and control adds oversight for AI agents using external tools. - The gateway works alongside Prompt Guardian, Guardian Agent, Model Guardian and other enforcement layers in the Pragatix suite.

Between the lines: - The launch reflects a shift from scattered AI adoption to centralized governance as enterprises expand usage across multiple systems. - AGAT Software is positioning cost management and security as one combined control problem, not separate ones. - The messaging suggests a need for companies to manage AI like critical infrastructure, with policy, auditability and budget limits built in.

What's next: - Enterprises can use the gateway to identify cost drivers, reduce waste and steer workloads to approved models. - The product is intended to help organizations scale AI adoption without losing visibility or budget control. - AGAT Software is offering the gateway as part of the Pragatix AI Security Suite across multiple deployment environments.

The bottom line: - Pragatix AI Gateway is AGAT Software’s pitch for bringing AI spend, access and policy under one governed layer before usage gets harder to control.