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AI Rule Engine
Give AI agents real business rules
Turn your business logic into governed, auditable AI workflows, then let Claude, Cursor, and ChatGPT trigger them through MCP with the exact permissions you grant. Multi-model AI and human approval, built in.
I built AI Rule Engine to solve a problem I kept running into with AI agents:
AI is great at reasoning, but should it really be guessing your business rules?
With AI Rule Engine, you can define your business logic in a visual, deterministic rule engine and expose it to AI agents through an MCP server.
So instead of an agent trying to figure out something like:
“Can this customer receive a 20% discount?”
…it can call a tool that evaluates your actual business rules and returns a reliable answer.
AI Rule Engine can also execute workflows, call APIs, manipulate data, use decision tables, and integrate with AI models when interpretation or generation is actually needed.
The goal is simple: let AI agents reason where they should, and let your business rules decide where they must.
I built this as a solo entrepreneur over the past couple of years, and I'm excited to finally share it with the Product Hunt community. I'd love to hear what you've built with AI and where you think deterministic business logic fits into the future of AI agents.
About AI Rule Engine on Product Hunt
“Give AI agents real business rules”
AI Rule Engine was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #60 on the daily leaderboard. Turn your business logic into governed, auditable AI workflows, then let Claude, Cursor, and ChatGPT trigger them through MCP with the exact permissions you grant. Multi-model AI and human approval, built in.
On the analytics side, AI Rule Engine competes within Artificial Intelligence, No-Code and Business Intelligence — topics that collectively have 487.5k followers on Product Hunt. The dashboard above tracks how AI Rule Engine performed against the three products that launched closest to it on the same day.
Who hunted AI Rule Engine?
AI Rule Engine was hunted by Adam Eslinger. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AI Rule Engine including community comment highlights and product details, visit the product overview.
Adam Eslinger
Hey Product Hunt! 👋
I built AI Rule Engine to solve a problem I kept running into with AI agents:
AI is great at reasoning, but should it really be guessing your business rules?
With AI Rule Engine, you can define your business logic in a visual, deterministic rule engine and expose it to AI agents through an MCP server.
So instead of an agent trying to figure out something like:
…it can call a tool that evaluates your actual business rules and returns a reliable answer.
AI Rule Engine can also execute workflows, call APIs, manipulate data, use decision tables, and integrate with AI models when interpretation or generation is actually needed.
The goal is simple: let AI agents reason where they should, and let your business rules decide where they must.
I built this as a solo entrepreneur over the past couple of years, and I'm excited to finally share it with the Product Hunt community. I'd love to hear what you've built with AI and where you think deterministic business logic fits into the future of AI agents.