Enterprise Memory Platform

Tytan Cortex The Enterprise Brain for Agentic AI

AI that remembers, understands, and learns from your enterprise.

Turning institutional knowledge into perpetual, governed intelligence - so every agent decision is grounded in context that persists, compounds, and evolves.

PersistentMemory
TemporalIntelligence
CausalIntelligence
HMACNotarized
SOC 2Certified
Why Cortex

Enterprise Memory That
Makes AI Actually Work.

Cortex gives every AI agent the institutional knowledge it needs - governed, versioned, and auditable - so your enterprise stops re-explaining itself to machines.

70%
Less Manual Effort
Agents retrieve relevant context automatically - no human lookup required
10x
Faster Agent Decisions
Memory-augmented agents vs. stateless LLM calls with no context
100%
Audit-Ready
Every memory read, write, and update is logged, signed, and traceable
Your Cloud
Deployed in Your Environment
Private deployment - your data never leaves your perimeter
For Technical Teams
Memory Infrastructure.
Built for Production.
Hybrid RAG plus temporal memory engine. RBAC/ABAC on every memory scope. HMAC-signed audit chain. SOC 2 certified. Deploy in your VPC - vector store, graph store, and metadata all in your perimeter.
Solution Architects DS and ML Engineers Security and Compliance Platform Engineering
For Business Teams
Intelligence That Compounds.
Not Just Retrieves.
Finance, Legal, HR, and Operations teams deploy AI that actually remembers - past decisions, policies, and outcomes - and gets smarter with every interaction.
Finance Leaders Legal and Compliance HR and People Ops Operations Heads

Beyond RAG

Not Retrieval. Memory.

RAG retrieves. Cortex remembers. The difference is not a feature - it's an entirely different relationship between AI and your enterprise knowledge.

RAGTraditional Retrieval
RetrievesFragments on demand
StaticFixed at index time
No historySessions are isolated
Keyword matchSimilarity only
VS
Cortex™Persistent Intelligence
RemembersContinuous relational knowledge
EvolvesLearns from every interaction
Full continuityCross-session intelligence
Causal linksUnderstands why, not just what

Inputs
Data Sources
Documents & Files
Databases & APIs
Conversations
Events & Logs
Enterprise Brain
Tytan Cortex™
Semantic Memory
Temporal Indexing
Policy Governance
Audit & Signing
Consumers
AI Applications
APEX Agents
Custom LLM Workflows
BI & Analytics
Search & Q&A
🧠
Causal Intelligence
Cortex doesn't just store facts - it understands why decisions were made, when context changed, and how outcomes connect. Agents reason forward from memory, not just retrieve from it.
Memory Architecture

Six Layers of
Enterprise Memory

Cortex builds a living knowledge graph of your enterprise - typed by purpose, structured by time, governed by policy.

🧩
Layer 01
Contextual Memory
Retains the full context of every conversation, decision, and interaction - so agents always know where they are.
Explore layer
⏱️
Layer 02
Temporal Memory
Tracks knowledge across time - understanding what was known when, how it changed, and what sequence of events led to current state.
Explore layer
🔀
Layer 03
Causal Intelligence
Maps cause-and-effect between events, decisions, and outcomes - enabling agents to reason about why, not just what happened.
Explore layer
⚖️
Layer 04
Decision Memory
Preserves the rationale behind every significant decision with full provenance - institutional memory that survives team attrition.
Explore layer
🤖
Layer 05
Agent Memory
Each agent accumulates its own learned knowledge - skills, domain expertise, and performance patterns that compound across deployments.
Explore layer
👥
Layer 06
Human Knowledge
Captures institutional knowledge from people - documents, conversations, expertise - governed by RBAC and available to agents.
Explore layer

Temporal Intelligence

Cause, Effect,
and Everything Between

Most AI sees a snapshot. Cortex sees the full story - tracking what happened, when, why, and what changed as a result.

Cortex understands not just what happened - but why. Every event is linked to its cause, every decision to its rationale, every outcome to its origin.


System Architecture

Cortex Architecture

A fully governed, multi-tenant Context Control Plane - capturing, processing, storing and delivering enterprise intelligence with tamper-evident auditability at every layer.

📥 Sources
💬Chat Conversations
📄Docs / Wikis / PDFs
🎫Tickets & Emails
🔗CRM / ERP / SaaS
🌐APIs / Web Data
✍️Manual Notes & Forms
⚡ Ingest & Capture
🔄REST / WebhooksReal-time
📁File Upload / Drag-dropManual
Scheduled Sync (batch)cron/jobs
📡Event-driven Capturewebhooks
🏢Tenant & User Scopingpolicy
🛡️Access Control ChecksRBAC/ABAC
🧠 Processing Hub
ChromaDB
Vector Store - semantic search + metadata filters
PostgreSQL
Metadata DB - tenants, audit, policies
Memory Layer
🔢Capture → classify → normalize
🔒PII redaction (7 patterns + regex)
✂️Chunking & metadata enrichment
📐Embedding & write pipeline
Intelligence Layer
🔍Retrieval + keyword filters
📊Rerank + context pack builder
🔗Citations & provenance links
⚙️Prompt assembly + orchestration
🚀 Apps & Consumers
💻Web Chat UIUI
⚙️Admin Consolegovern
🔌FastAPI REST API/chat /memory
🧩SDK / Embeddings APIoptional
🤖LLM Providerspluggable
APEX Orchestrationupstream
🌐AI Apps & Copilotsdownstream
Governance & Observability - Cross-Cutting
AuthN/AuthZ
Tenant Isolation
Immutable Audit Logs
Encryption
Retention / Deletion
Rate Limits
Monitoring
Cost Controls
GDPR / RTBF
5-Layer Security Stack
Every request passes through five enforcement layers - no context reaches an AI without clearing all five.
Layer 01 - JWT
Authentication Middleware
Every request verified via JWT token with role extraction, tenant ID binding, and brute-force lockout after 5 failed attempts.
Layer 02 - RBAC
Role-Based Access Control
5-role hierarchy: TenantAdmin → SecurityAdmin → WorkspaceAdmin → User → ReadOnlyAuditor. Per-role permission matrix enforced on every resource type.
Layer 03 - ABAC
Attribute-Based Access Control
Evaluated per request - tenant_id, user_id, team_ids, classification_access, clearance_level. PRIVATE scope restricts to owning user only.
Layer 04 - DB Filter
Database-Layer Enforcement
Every query includes WHERE tenant_id = ? plus scope filter. Never bypassed - enforced at the ORM level.
Layer 05 - Vector
Vector-Store Enforcement
ChromaDB metadata filters on every similarity search - tenant_id + scope + classification. Context leakage between tenants is structurally impossible.
🔐 HMAC-SHA256 Notary Chain
Every AI response is notarized into a tamper-evident hash chain. Any modification breaks all subsequent links - detectable on verification.
Genesis Block
prev_hash: 0000…
signature: HMAC(genesis)
Record N
message_id: msg_001
content_hash: sha256:…
prev_hash: hash(genesis)
signature: HMAC(…)
Record N+1
message_id: msg_002
content_hash: sha256:…
prev_hash: hash(N)
signature: HMAC(…)
Record N+2
message_id: msg_003
content_hash: sha256:…
prev_hash: hash(N+1)
signature: HMAC(…)
→ ∞
Verify any response: GET /api/enterprise/notary/verify/{message_id} returns chain_valid: true/false.

Platform Architecture

How Cortex Powers APEX

Cortex sits at the core of the Tytan Intelligence Platform - every experience, every agent workflow, every autonomous decision flows through the memory layer Cortex provides.

Top LayerUser & System Experiences
Applications, products, and enterprise touchpoints that consume orchestrated intelligence.
Web AppsCopilotsDashboardsAPIs
⚡ APEXOrchestration Layer
Multi-agent workflows, autonomous decisioning, and enterprise governance - powered by context from Cortex.
Agent RoutingWorkflowsPolicy EngineAudit Trail
🧠 CortexMemory & Intelligence Core
The persistent, governed knowledge foundation supplying every agent decision with contextual, temporal, and causal intelligence.
ChromaDB RAGHMAC NotaryPolicy PDP/PEPMemory Graph

Get Started

Tytan Cortex™
The Enterprise Brain

Turning enterprise knowledge into institutional intelligence

Stop building AI that forgets. Deploy Cortex and give your enterprise the persistent, governed memory it needs to operate at scale.