This product was not featured by Product Hunt yet.
It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Product comments vs the next 3
Product upvote speed vs the next 3
Product upvotes and comments
Product vs the next 3
aimid
AI Control Plane
aimid is AI control plane for the enterprise - rate limiting, guardrails, monitoring, and secure REST-to-MCP integration for every AI application.
Top comment
Hey Product Hunt 👋 Founder of aimid here. At Treeleaf, we build AI and identity systems for banks, government agencies, and enterprise clients. Every single one of them was doing the same thing: wiring OpenAI or Claude API keys directly into their apps, with zero rate limiting, zero guardrails, zero visibility into what was actually happening. It worked, until a runaway process drained a budget in hours, or a prompt injection slipped something through nobody caught. I kept thinking, we would never let a REST API run in production without a gateway, auth, and monitoring in front of it. Why is AI traffic treated so differently? There was no control layer between AI apps and everything AI needs to touch: models, internal REST APIs, databases, core systems. And the hardest part wasn't the LLM traffic, it was connecting AI to systems that actually run the business. Signature secured banking APIs. Legacy REST services that were never built with AI, let alone AI agents, in mind. How the approach evolved: Early versions were basically a smarter reverse proxy: rate limits, IP whitelisting, logging. That solved half the problem. The bigger unlock came when we started building REST to MCP conversion, so AI agents could actually act on real systems, not just talk. That's when it stopped feeling like a gateway and started feeling like a control plane. We also went back and forth a lot on guardrails. A generic off the shelf classifier was fast to ship but caught the wrong things and missed the right ones. We ended up training our own domain specific model instead, which took longer but actually works. Built in Rust from day one, stateless, fast, and safe enough to sit in front of systems we couldn't afford to get wrong. Would genuinely love feedback from this community, especially from anyone building agentic AI products and hitting the "how do I connect this to our real systems" wall. That's exactly who we built this for. 🙏
About aimid on Product Hunt
“AI Control Plane”
aimid was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #134 on the daily leaderboard. aimid is AI control plane for the enterprise - rate limiting, guardrails, monitoring, and secure REST-to-MCP integration for every AI application.
On the analytics side, aimid competes within Artificial Intelligence and Security — topics that collectively have 480.3k followers on Product Hunt. The dashboard above tracks how aimid performed against the three products that launched closest to it on the same day.
Who hunted aimid?
aimid was hunted by Dipak Malla. 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 aimid including community comment highlights and product details, visit the product overview.