Most memory hands an agent a pile of old text and hopes it copes. Korium is cognitive memory. It remembers in a structure agents can think with: the facts, the way they connect, and how they changed over time. So your agents recall what matters, catch their own contradictions, and get sharper every session as the memory learns from its own results.
Not another place to dump text. Korium is cognitive memory: typed, connected, aware of time, and built to improve itself. The same engine wired into every workflow Kyroco runs.
Most tools remember text. Korium remembers the way a mind does. It types what it stores, keeps the relationships between ideas, holds a sense of time, consolidates quietly when things settle, and learns from its own results. Not a bigger search box. A memory that thinks.
Every memory has a type: a decision, a lesson, a correction, an event. Recall knows what it is holding, not just what it says.
Memories relate to each other. Korium follows the chain: what caused what, what superseded what, what contradicts what.
Like a brain between bursts, it does the patient work in the background, turning raw captures into an organized graph.
The part that compounds. Korium watches how its own work lands and keeps only the changes that measurably help, so the memory sharpens the more it is used.
Memories are connected, not stacked. Korium stores a small, universal set of entity and relation types. An agent follows the chain from a decision, to what caused it, to what replaced it. That is one hop, not a re-read.
Korium remembers not just what is true, but what you believed and when. Ask what the team knew on a past date. You get the answer as it stood then. Later corrections live as their own thread, and never overwrite the record.
When a fresh capture contradicts something already known, Korium sees it. New claims are reconciled against old ones, contradictions are flagged, and stale beliefs get superseded instead of silently piling up next to the truth.
Search returns chunks. Korium returns understanding. It blends keyword, meaning, and graph relationships, then composes a coherent recall about the thing you asked for, so the agent reads an answer, not a result list.
Writes land instantly. The heavy thinking happens in the background during idle moments: extraction, linking, and conflict resolution. It works the way a brain consolidates at rest. Your agent is never left waiting on its own memory.
Every customer and every app is sealed off at the data layer, not just by a filter in the code. One backend serves many tenants safely, and the exact same build runs on a laptop or in the cloud with nothing to rewrite.
This is the part that compounds, and the reason cognitive memory matters. Korium does not just remember. It runs a recursive loop: it watches how its own work lands, keeps the changes that measurably help, and reverts the ones that do not. Quality climbs instead of drifting, and every team that uses it makes the memory sharper for the next task. Most stores get bigger over time. This one gets better.
Every run is measured from the outside on what actually happened: did the task succeed, was the answer accepted, what did it cost. No agent grades its own homework.
A change is kept only when a hard, repeatable measure shows it beat what came before. The bar is a number, not a hunch, which is what stops a fast loop from getting confidently worse.
The full lineage lives in memory: what was tried, what won, and what was rejected and why. Each iteration starts from everything the last one learned, so the system compounds instead of repeating itself.
Korium is a substrate, not a vertical tool. It ships with a universal core of entity and relation types, and every app refines that core with its own vocabulary. Finance, retail, knowledge work, or a coding pipeline all run on the same engine.
Korium is the typed-relation graph store behind Anthropic’s Memory Tool. It is the layer an API-built agent reaches for when a flat file is not enough. It gives you supersedes chains, scoped reasoning, conflict detection, and composed recall.
An app registers its own types once, and Korium understands them everywhere: at capture, at consolidation, and at recall. Your "strategy," "routine," or "spec" lives on top of the universal core, never bolted in as a special case.
The same Korium runs on a single machine for solo work and as a multi-tenant cloud service for teams. Nothing is rewritten to scale up; the architecture is identical from one user to many.
Memory is the most sensitive data an agent holds. Korium isolates every tenant at the data layer itself, encrypts in transit and at rest, and is durable through crashes by design rather than by luck.
The two-speed sleep cycle that turns raw captures into cognitive memory, the code index that finds the right lines without reading your repo, the memory model, and the technology underneath, all in one place.
Plans scale on two things: the seats on your team and the memory operations your agents run. A seat is one person, counted once across your whole organization, so you pay for people and the usage they drive, not for structure. There is a free tier to start on, and sub-organizations are an Enterprise feature.
Current prices, quotas and what each plan includes are on the Korium pricing page.
The fastest way to see what Korium does is to point an agent at it and watch it stop forgetting. Pick a plan, or talk to us about what you are building.
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