Every AI agent forgets. Iconia is the layer that remembers — persistent memory, inline security, and meaning-level caching, injected into every model call, for any model you already use. We don't replace your intelligence. We give it continuity.
Models got smarter every quarter. What never arrived was continuity — an agent that keeps what it learns, honors its policies, and refuses to contradict itself. Iconia is that layer, and it works underneath whatever model you bring.
We publish what Iconia does — measured, reproducible, on the live system. How it works stays ours. The moat is a black box on purpose.
Every number on this site comes from a real run against the real gateway. If it doesn't do this for you, we're wrong in public.
Your memory, your model, your data — tenant-isolated and portable. Bring any provider; leave any time. The value stays with you.
Every few months a smarter model shipped. And every few months the same thing kept happening: the agent forgot.
It forgot the policy you set yesterday. It contradicted the rule it agreed to an hour ago. It re-asked for context you'd already given it three times. The intelligence was extraordinary — the continuity was missing entirely, and stuffing everything back into the prompt just made each call slower and more expensive.
Iconia is the layer we wished existed. Sit it between any agent and any model, and the agent keeps what it learns, honors what it's told, and refuses to contradict itself — while every request is screened for threats and repeated meaning is served from cache. One request path. No SDK, no rewrite, no vendor lock-in.
We built it embedding-free on purpose — exact instead of approximate, flat instead of degrading, CPU-only instead of GPU-bound. And we keep the mechanism a black box on purpose too. What we'll always show you is the behavior, measured on the live system. If it doesn't do what we say, we're wrong in public.
The way every app assumes a database, every agent will assume a memory layer underneath it — persistent, screened, and portable. That layer shouldn't belong to a model vendor. It should belong to you. That's what we're building: the substrate agents stand on, that you own and carry between any provider you choose.
Your agent gets smarter without you doing anything.Memory injects · security screens · the cache compounds