The Persistent Mind of
DecisionX Agents
Beyond simple RAG. Give your agents a five-layer cognitive architecture to remember facts, learn from context, and evolve with every interaction.
The 5-Layer Architecture
Inspired by MemGPT and human cognitive science. Agents process raw interaction in Working Memory, which is then distilled into specialized long-term storage layers by the background pipeline.
Explore Memory DashboardWorking Memory
Active context
Episodic Memory
Narrative history
Cold Archive
Cold storage log
Semantic Database
Factual knowledge
Procedural Rules
Learned playbooks
Hover to pause · Click a level to inspect
The agent's active consciousness and short-term context window. Automatically archived when capacity threshold is reached.
Knowledge Ingestion
Enrich Memory at Machine Speed
Bridge the gap between static documents and active agent intelligence. Our multi-format pipeline structures unstructured data into reachable, high-fidelity knowledge.
Multi-Format Ingestion
Seamlessly import knowledge from JSON, YAML, or unstructured Raw Text documents.
Semantic Auto-Extraction
Transform raw sentences into structured semantic triplets using state-of-the-art LLM pipelines.
Automated Guardrails
Every fact is verified against organizational policies and scope levels before ingestion.
Real-Time Enrichment
Instantly broaden your agent's cognitive reach with zero-latency memory updates.
Additive Scope Clearance
Multi-tenant AI requires strict data boundary enforcement. LearningX uses an elegant additive clearance model embedded at the vector database level — data never leaks between boundaries.
Enter Memory PlaygroundHover to pause · Click a level to inspect
Session Scope
The most privileged scope. Session memory is locked to a single conversation ID and auto-expires. It captures in-flight context that should never persist beyond the session end.
Additive Access Rule
Only agents with exact L5 (Session) clearance can read this.
Bring Your Own Physics
The 5-layer architecture is driven by a chain of middlewares known as "Memory Policies." Want a custom embedding model? Strict PII redaction? Just inject your policy into the chain.
Configure Policy ChainsArchives working memory when the token threshold is exceeded, triggering the persistence pipeline.
Intelligently selects what to archive vs. permanently discard when working memory is consolidated.
Strips personally identifiable information before memories are persisted. Bring your own regex or ML classifier.
Scores each candidate memory for relevance and drops anything too low-signal for long-term storage.
Detects and resolves contradictions when new facts conflict with existing stored memories.
Applies memory decay — older, infrequently-accessed memories fade naturally, keeping storage lean.
plugins.your_org.custom_policy
Hover to pause · Click a policy to inspect
Limit by Size
Archives working memory when the token threshold is exceeded, triggering the persistence pipeline.
Key Behaviors
Extend or Override
Native policies can be subclassed or swapped at any position in the chain. Your custom policy just needs to implement BasePolicy.
Memory Evolution & Decay
Not all knowledge is equal. LearningX evaluates every piece of information to determine its saliency. Crucial facts are reinforced, while outdated context naturally decays over time.
Manage Evolution PipelineHover to pause · Click a point to inspect
Current Lifecycle
Raw Input
Unstructured conversational turns and logs.
Built for Production Reality.
Standard RAG breaks down at scale. False facts compound, PII leaks into embeddings, and generic extraction misses industry nuance. LearningX solves the hard problems of AI memory.
Bi-temporal Knowledge
Time-travel queriesFacts are never deleted. When the truth changes, the old fact is retired — not overwritten. Agents always query the current state while compliance systems can rewind to any point in time.
Local PII Scrubbing
Zero-leak guaranteeExtract wisdom, not liabilities. Sensitive personal data is detected and redacted on-device before any memory is persisted — never sent to an external service or stored in any vector.
Domain Ontologies
Industry-awareTailor the extraction lens to your industry. Load high-fidelity ontologies so the engine knows exactly which concepts, relationships, and entities matter in your domain — and ignores the noise.
Global Rules. Personal Touches.
Set company-wide memory rules once, then tailor how each AI agent thinks and remembers. No engineering team needed to change how an agent behaves.
Manage Agent PoliciesThe baseline every agent inherits
Global Defaults
Set organisation-wide rules for how long memories live and how quickly the system forgets. Every agent starts here before you personalise.
Every agent thinks differently
Agent Personas
Override the global defaults per agent type (e.g. SRE vs Support). Tailor short-term focus or long-term recall based on the agent mission.
Dynamic context override
Chain Config
The ultimate override. Modify policy parameters per execution chain or specific user session for ultra-fine-grained control.
Inside the Black Box.
Stop guessing what your AI knows or how it formed a belief. Every memory has a full audit trail — what triggered it, how confident the system was, and whether it's still relevant today.
See what your AI learned
Browse every memory your agent formed, when it was created, and why it was kept in clear English.
Track memory health over time
Monitor saliency scores, decay curves, and see which memories are fading or growing over time.
Audit every decision
Full trace of what was extracted, what was rejected, and why — so you can trust what your AI knows.
observe the
Subconscious.
Five levels of granularity to monitor your agents' health. From high-level system pulses to exact forensic lineage traces.
User: I'm planning to move to London next month. Assistant: That's exciting! I'll update your preferences.
Trusted by developers at DecisionX to maintain
high-fidelity autonomous memories.
Give your agents a mind.
Take control of AI memory isolation, behaviour tuning, and long-term knowledge — all in one platform built for teams who ship.