ProdVerdict is a rules-based tool designed to verify and enforce production contracts that protect revenue-critical paths in AI-assisted SaaS applications. It addresses the problem where billing systems indicate a user is paid, but the application itself may not grant corresponding access, or vice versa. The tool focuses on ensuring alignment between billing status and app access, helping prevent scenarios where paid users are locked out or canceled users retain access.
The platform operates using deterministic rules and does not rely on large language models. Its primary function, called an Access Contract, compares billing states from systems such as Stripe, Paddle, or Postgres with the application's own access controls. This allows teams to detect and resolve mismatches, such as when a user's billing status is active but their app access is denied. ProdVerdict supports scheduled checks and can notify teams via Slack upon failures. It offers additional features including configuration, migration, boundary checks, webhook verification, restore operations, and Clerk Gates for apps using Clerk Billing. The tool provides deterministic PASS, WARN, or FAIL outcomes for these checks.
ProdVerdict is delivered as a command-line interface (CLI), a GitHub Action, and a local MCP (multi-contract platform) agent, allowing integration into continuous integration workflows or scheduled operations. Users can run demos without providing API keys, scan repositories to detect applicable contracts without credentials, and wire contracts through a YAML configuration. Secrets remain local to the user's environment, and all shipped contract types run on the user's own runner. The tool supports both public and private repositories and can be installed from npm.
The engine is free to use under an MIT license, with unlimited runs available at no cost for the CLI, GitHub Action, and local MCP. A Pro cloud plan is available for $39 per project per month, providing shared run history, remote MCP for repository-only scans, unlimited dashboard projects, CI upload, policy templates, and audit logs. Billing for the Pro plan is handled via Paddle, and users can cancel at any time.
ProdVerdict is a LLM eval & observability product. It focuses on automating verification of SaaS billing and access paths to prevent revenue loss from misconfigurations or AI agent changes. It is built as an open-source project for saas developers. ProdVerdict is open source under the MIT license. ProdVerdict is available on the web and the command line, and it can be self-hosted.
Behind ProdVerdict is prodv-dev, and the product first shipped in 2026. Development happens publicly on GitHub with 20 commits in the last 90 days. Key capabilities include billing verification, access checks, and agent integration. It exposes integrations via an MCP server.
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