SMART MEMORY FOR AI AGENTS.
Designed to bring persistent, auditable, secure memory &
continuity to the AI systems you already use.
works with Claude Code, Codex & local Ollama
YOU DON'T HAVE TO BUILD THE MEMORY LAYER.
01
MEMORY IS MORE THAN STORAGE.
AI can store information.
That is the easy part.
The difficult part is preserving information in a form
that can remain useful, retrievable and connected over time.
UAML treats memory as more than a flat collection of saved facts.
Its architecture brings together structured knowledge, full-text
retrieval, semantic/vector retrieval, temporal information and
repository knowledge.
IT NEEDS TO PRESERVE WHAT MATTERS:
INFORMATION
RELATIONSHIPS
CONTEXT
HISTORY
MEANING
PRESERVE WHAT MATTERS. MAKE IT USEFUL LATER.
02
REMEMBERING IS USELESS IF YOU CANNOT FIND IT.
AMEMOR does not simply accumulate information.
When an AI needs context, the system must determine
what is relevant now.
UAML brings together multiple retrieval mechanisms and
knowledge sources, including full-text search, semantic/vector
retrieval, temporal information and structured knowledge.
QUESTION
SEARCH
FILTER
RANK
RELEVANT CONTEXT
NOT “FIND SOMETHING.”
“FIND THE RIGHT THING.”
THE RIGHT MEMORY IS NOT NECESSARILY THE NEWEST MEMORY.
IT IS THE MEMORY THAT MATTERS TO THE MOMENT.
03
MEMORY WITHOUT CONTEXT IS JUST DATA.
An AI can retrieve the right information and still get
the answer wrong.
Information does not exist in isolation.
Its meaning can depend on when it happened, where it came from,
what it relates to, what changed afterwards and which situation
it belongs to.
WHAT
WHEN
WHERE
WHY
WHAT CHANGED
CONTEXT GIVES MEMORY MEANING.
AMEMOR PRESERVES THE SURROUNDING STORY SO MEMORY CAN REMAIN USEFUL.
04
YOUR MEMORY SHOULD NOT HAVE TO LEAVE YOUR HANDS.
AMEMOR is designed around local-first operation, with the core
memory system able to run on the user's own infrastructure rather
than requiring a cloud service for every memory operation.
The UAML material describes local storage, SQLite-based operation
and offline capability as part of this architecture.
YOUR DATA
YOUR MEMORY
YOUR INFRASTRUCTURE
YOUR CONTROL
AI MAY BE THE INTELLIGENCE. THE MEMORY SHOULD REMAIN YOURS.
05
MEMORY IS SENSITIVE. TREAT IT THAT WAY.
Persistent memory can contain some of the most valuable
information an AI system handles.
UAML's security material includes post-quantum cryptography,
ML-KEM-768 / FIPS 203, local key handling, key escrow and
secret-sharing mechanisms, together with signed exports.
YOUR MEMORY IS PART OF YOUR SECURITY BOUNDARY.
POST-QUANTUM
KEY MANAGEMENT
SECRET SHARING
SIGNED EXPORTS
MEMORY IS ONLY AS TRUSTWORTHY AS THE SYSTEM PROTECTING IT.
06
MEMORY NEEDS RULES.
Once memory becomes part of a real organization, somebody has
to decide who can access it, what may be retained, what must
be removed and how those actions are recorded.
The point is not simply to remember. It is to make memory
usable inside an organization with rules people can understand.
ACCESS
CONTROL
RETENTION
ERASURE
PORTABILITY
AUDIT
MEMORY WITHOUT GOVERNANCE IS NOT ENTERPRISE MEMORY.
07
MEMORY FOR AI THAT ACTS.
Persistent memory becomes more valuable when an AI system
is not merely answering questions, but carrying out work.
Continuity lets an agent carry relevant knowledge from one
task into the next instead of rediscovering the same context
every time.
REMEMBER
UNDERSTAND
ACT
LEARN
CONTINUE
PERSISTENT MEMORY TURNS REPEATED TASKS INTO CONTINUOUS WORK.
08
ONE MEMORY LAYER. MANY WORLDS.
The same continuity infrastructure can support very different
environments, workflows and organizations.
PERSONAL
FAMILY
EDUCATION
HEALTHCARE
FINANCE
LEGAL
PUBLIC
GOVERNMENT
ENFORCEMENT
ENTERPRISE
DIFFERENT WORLDS. THE SAME NEED FOR CONTINUITY.
09
ENOUGH TALK. SHOW ME.
AMEMOR is backed by UAML — the working memory infrastructure
behind the system.
This is where the visitor can leave the explanation and
enter the actual environment.
DON'T TAKE OUR WORD FOR IT. SEE THE SYSTEM.
10
PUT AMEMOR INSIDE YOUR PRODUCT.
UAML can also serve as an embedded memory layer for products,
services and managed environments.
EMBED
DEPLOY
LICENSE
WHITE-LABEL
SCALE
The OEM material covers deployment, licensing, white-label use,
activation, fleet updates and development access.
BUILD YOUR PRODUCT. LET AMEMOR PROVIDE THE MEMORY.