The Enterprise AI Operating System
Your operations,
running intelligently & autonomously.
TAO is the foundation. Cortex is the brain. Four surfaces — APEX, Pulse, Nexus, Console — turn intelligence into action across every team, every workflow, every decision.
TAO · Live Architecture
TYTAN · TAO
Live
TytoOne brain. Four surfaces. Where would you like to start?
YouHow does Cortex unify our 11 systems?
Memory makes the difference. Cortex remembers — so every surface gets smarter, every day.
Meet Tyto · Your TAO Guide
The problem with enterprise AI today
Your AI has no memory.
Your tools don't talk.
Your agents don't coordinate.
Every conversation starts from zero. Every agent is an island. Every tool is a silo. You've invested in AI — but you've built a collection of point solutions, not a system.
No institutional memory
Every AI session starts blank. Your agents don't know what happened yesterday, last quarter, or during the last crisis. Cortex changes this permanently.
No cross-system coordination
Your AP agent doesn't talk to your supply chain agent. Your CRM AI doesn't know what your ERP knows. Fragmentation is the default. TAO makes it the exception.
No executive visibility
AI creates outputs no one sees. Leaders still wait for quarterly reports. Pulse gives every executive causal intelligence in under 5 seconds — on any question.
No user-layer adoption
Builders have tools. Data scientists have models. Regular employees have nothing. Nexus puts AI capability in every employee's hands — without a PhD in prompt engineering.
The Platform
One platform. Four surfaces.
Infinite leverage.
Click any surface to explore how it connects to the Cortex intelligence core — and why that connection is what makes TAO unlike anything else.
Outcomes
APEX
Builds & Orchestrates
Visual workflow engine. Multi-agent orchestration. 20+ node types. Human-in-the-loop gates. The factory for enterprise agents.
Cortex
Remembers & Understands
6-layer memory system. Causal graph. HMAC provenance. The institutional brain your enterprise never had. 5 provisional patents.
Pulse
Analyzes & Answers
Voice + chat intelligence for leaders. ASK. WATCH. ACT. The Chief of Staff powered by every system in your enterprise.
Nexus
Operates
The portal every employee uses. Chat, Personas, Skills, Approvals, My Work. AI capability without needing to be an AI builder.
01
Episodic Memory
Every event, timestamped and linked
02
Semantic Memory
Entities, relationships, knowledge graph
03
Temporal Memory
Point-in-time queryable state (Patent 2)
CORTEX
CORE
CORE
AMCIE writes to Cortex
5 Provisional Patents
5 Provisional Patents
04
Causal Memory
Why things happen — Granger causality (Patent 2)
05
Procedural Memory
Runbooks and resolution patterns
06
Policy Memory
Rules enforced at every retrieval
TAO Core Platform
Orchestration Engine
MCP Adapters
Governance & RBAC
OpenTelemetry
Auth & Security
Human-in-the-Loop
Release Gates
Cost Tracking
Audit Trail
Enterprise Systems
SAP S/4HANA
Salesforce
ServiceNow
Workday
Jira
Oracle
Microsoft 365
Datadog
PostgreSQL
+ 200 more via MCP
APEX — The Enterprise Agent Factory
Build · Orchestrate · Govern · Observe
APEX is where enterprise agents are built, deployed, and run. A visual workflow builder with 20+ node types, multi-agent coordination, human approval gates, and OpenTelemetry observability — all connected to Cortex's institutional memory so every agent decision is informed by what your enterprise already knows.
Visual DAG workflow builder with 20+ node types
Multi-agent orchestration with durable execution
Human-in-the-loop approval gates at any step
Model catalog with intelligent routing (OpenAI, Anthropic, Azure, Ollama)
Tool registry and MCP enterprise adapters
Cost tracking, SLO monitoring, full audit trail
20+
Agent node types
200+
Enterprise connectors
99.9%
Workflow uptime
Cortex — The Enterprise Intelligence Core
Remember · Understand · Reason · Prove
Cortex is what makes TAO a platform rather than a collection of tools. It's the persistent, governed, cryptographically-notarized memory system that every surface reads from and writes to. RAG retrieves facts. Cortex understands consequences — because it stores the causal relationships between events, not just the events themselves.
6 typed memory layers: Episodic, Semantic, Temporal, Causal, Procedural, Policy
HMAC-SHA256 notarization on every output — tamper-evident, replay-able
Bi-temporal causal graph: what caused what, with Granger causality + 5 lag types
5,300× signal compression via DTMW (Deviation-Triggered Memory Write)
3-layer RBAC with attribute-based access control
5 provisional patents on the core intelligence architecture
5,300×
Signal compression
5
Provisional patents
100%
HMAC-notarized
Pulse — Executive Intelligence
Ask · Watch · Act
Pulse is the executive interface to Cortex. Voice-first, causal, and persistent — it gives CEOs, CFOs, COOs, and CROs the operational intelligence that previously required a team of analysts and a week of reporting. Any question, answered in under 5 seconds, with a full causal evidence chain. In a board meeting. In a warehouse. On a plane.
Voice-first intelligence — ask by voice, get a spoken causal answer
Living Intelligence Board: attention cards, KPI sparklines, causal patterns
One-tap agentic queue — approve actions agents are ready to execute
CEO, CFO, CRO, COO, CHRO persona views — each tuned to their domain
Persistent memory — Cortex remembers the conversation across sessions
Every answer HMAC-notarized — replay any response months later
<5s
Any causal answer
5
Executive personas
3
Intelligence modes
Nexus — The Employee AI Portal
Chat · Personas · Skills · Approvals · My Work
Nexus is where every employee works with AI — not just the builders. Role-tuned personas, a skills library anyone can run without code, an approvals queue for agent actions, and a personal work inbox. Every employee gets the AI capabilities relevant to their role — Finance, IT, HR, Supply Chain, or anything custom-built in APEX.
10 portal sections: Home, Chat, Personas, Skills, My Work, Memory, Desktop, Approvals, Notifications, Credentials
Role-tuned AI personas — Finance, IT, HR, Supply Chain, custom
Human-in-the-loop approvals: one-tap to authorize any agent action
Skills library: any AI capability, runnable by any employee, no code
Per-user Fernet-encrypted credential vault
Desktop agent bridge for screen-level automation
10
Portal sections
Zero
Code to use Skills
All
Employees served
// 01 · APEX
APEX
The enterprise agent factory. Without the PhD.
APEX is where enterprise agents are built, deployed, and coordinated. A visual workflow engine with 20+ node types, multi-agent orchestration, human approval gates at every critical step, and full observability — so your IT team can deploy autonomous agents with the same governance rigor as any enterprise application.
Visual DAG workflow builder — no code required to deploy complex multi-step agents
Human-in-the-loop approval gates — agents pause and wait for human decisions at configurable points
Model catalog and intelligent routing across OpenAI, Anthropic, Azure, and Ollama
200+ enterprise connectors — SAP, Salesforce, ServiceNow, Jira, PostgreSQL, Email, Teams, and every MCP server
20+
Node types
200+
Connectors
99.9%
Uptime
Trigger — Invoice Received
Start
↓
Cortex — Retrieve vendor history
● Running
↓
3-Way Match — PO × GR × Invoice
✓ Match
↓
Human Gate — Controller approval
⏳ You
↓
Post to GL — SAP S/4HANA
Queued
// 02 · CORTEX
Cortex
RAG retrieves facts. Cortex understands consequences.
Cortex is the persistent, governed, causally-intelligent memory system that every surface reads from and writes to. It's not a vector database. It's not RAG. It's the institutional brain your enterprise has never had — with 6 typed memory layers, cryptographic provenance, and the ability to trace why things happened across months of operational history.
6 memory types: Episodic, Semantic, Temporal, Causal, Procedural, Policy — each structurally different
HMAC-SHA256 notarization on every output — tamper-evident, legally-defensible audit trail
Bi-temporal causal graph: automatically discovers what caused what, with lag time classification
5,300× signal compression via DTMW — only deviations from baseline are written and analysed
5,300×
Compression
5
Patents
6
Memory layers
01
Episodic
Every event, timestamped and actor-linked
02
Semantic
Entities, concepts, knowledge graph
03
Temporal ★
Point-in-time queryable state — Patent 2
04
Causal ★
Why X caused Y — Granger + 5 lag types
05
Procedural
Runbooks, resolution patterns, SOPs
06
Policy
Rules enforced at every query and retrieval
// 03 · PULSE
Pulse
Your Chief of Staff. Powered by every system in your company.
Pulse gives executives, managers, and business leaders the operational intelligence that used to require a team of analysts and a week of report generation. Voice-first, causal, persistent — any question answered in under 5 seconds, grounded in Cortex's institutional memory. Not a dashboard. Answers that explain what happened and why.
ASK mode — voice or text, any operational question, causal answer with evidence chain in <5 seconds
WATCH mode — living intelligence board with attention cards, KPI sparklines, early warnings
ACT mode — one-tap agent approval queue, every action executing on sign-off
Persona views tuned to CEO, CFO, CRO, COO, CHRO — each with their own signal priority
<5s
Causal answers
3
Intelligence modes
5
Executive personas
🎙 "Why did Q1 miss by $4.2M?"
Pulse · answered in 4.2 seconds
Cortex traces the miss to a Shenzhen port disruption on Aug 12. OTIF fell to 81.2% (Day 0), triggering CSAT decline (Day 34), enterprise churn (Day 90), and Q1 revenue loss (Day 139). The causal chain: operational → commercial → financial. ALT-COMP-3 was available at Day 0 for $400K. It was not activated.
Port → OTIF→ CSAT −6.3pt→ 4 churns→ −$4.2M
✓ HMAC verified · Confidence: 84% · Sources: SAP, CRM, WMS, Cortex
🎙 "What's our biggest risk this quarter?"
Pulse · answered in 2.8 seconds
Three risks ranked by probability × revenue exposure. Highest: SUP-004 lead time +18% (33-day OTIF warning, $3.8M exposure)...
✓ HMAC verified · 3 mitigation options staged in APEX
// 04 · NEXUS
Nexus
AI for everyone in your enterprise.
Nexus is the portal where every employee works with AI. Not a chatbot. Not a wrapper. A fully featured portal with role-tuned personas, a skills library anyone can run, an approvals queue for agent actions, and a personal AI work inbox. The people who actually run your company get AI capabilities designed for their job — not a generic LLM interface.
10 portal sections: Chat, Personas, Skills, My Work, Memory, Desktop, Approvals, Notifications, Credentials, Home
Role-tuned AI personas — Finance, IT, HR, Supply Chain, or custom-built in APEX
Skills library: any agent capability deployed by builders, runnable by any user, no code
Human-in-the-loop approvals — every agent action awaits explicit employee sign-off in Nexus
10
Portal sections
All
Employees served
Zero
Code to run Skills
👤
Sarah Chen · Finance Manager
Finance Persona · Cortex memory active
Chat
Finance persona · 18mo memory
Approvals
3 waiting · tap to review
Skills
14 available · 0 code
My Work
7 agent tasks running
Memory
Your Cortex context
Notifications
2 new agent events
The Intelligence Core · 5 Provisional Patents
The moat isn't the AI.
It's what Cortex knows.
Cortex Signal Intelligence Processing (CSIP) is a system of five patented inventions that turn raw enterprise data into a causally-structured, cryptographically-governed intelligence layer. No competitor has this. No framework provides it. You can't buy it from AWS or Salesforce.
DTMW
Deviation-Triggered Memory Write
Only anomalies from baseline are written to Cortex — achieving ~5,300× signal compression. Raw data stays in source systems. Cortex stores what a senior analyst would remember.
BTCGC
Bi-Temporal Causal Graph Constructor
Granger causality + 5 lag types (mechanical, behavioral, market, accounting, compounding) + regime detection. Discovers why things happened — automatically, across your full operation.
CPMG
Cryptographic Provenance Memory Generator
HMAC-SHA256 hash-chained notarization on every memory write and every AI output. Every answer is tamper-evident, replay-able, and legally defensible. EU AI Act ready by architecture.
RACWA
Regime-Aware Causal Weight Adjuster
The same causal relationship has different strength in growth vs. stress regimes. Cortex knows whether your enterprise is in a normal or crisis mode — and adjusts its causal reasoning accordingly.
HVCP
Human-Verification Confidence Propagator
When a human expert verifies a Cortex memory, that confidence propagates through all connected causal chains — with exponential decay: C(n) = C(verified) × 0.9ⁿ. Human trust scales across the system.
5,300×
signal compression
100%
HMAC-notarized
6
memory types
5
patents pending
The 6 Memory Layers
LAYER 01
Episodic Memory
Every event, every decision, every outcome — with actor, timestamp, and context. The "what happened" layer.
LAYER 02
Semantic Memory
Entities, relationships, and your enterprise knowledge graph. The "who and what" layer — suppliers, customers, products, people.
LAYER 03 · Patent
Temporal Memory
Bi-temporal modeling: what was true when. Ask "What did Cortex know on August 12th?" and get the exact state — not today's view of the past.
BTCGC
LAYER 04 · Patent
Causal Memory
Auto-discovered causal graphs: which operational events caused which business outcomes, with lag times, confidence scores, and regime context. The "why" layer.
RACWA
LAYER 05
Procedural Memory
Runbooks, resolution patterns, and institutional know-how — what worked before and when. The "how" layer, learned and versioned automatically.
LAYER 06
Policy Memory
Approval thresholds, compliance rules, escalation paths — enforced at every retrieval. Policy is never advisory in Cortex. It's structural.
The Meridian proof point
14.5M source records
→ 2,730 Cortex memories
→ 5,300× compression via DTMW
→ Full causal chain: port → $4.2M miss
→ Answered in 4.2 seconds by Pulse
→ 2,730 Cortex memories
→ 5,300× compression via DTMW
→ Full causal chain: port → $4.2M miss
→ Answered in 4.2 seconds by Pulse
By the numbers
The platform, in five facts.
5,300×
Signal compression ratio achieved by DTMW — only deviations from baseline enter Cortex
6
Typed memory layers in Cortex — each structurally different, each serving a different intelligence function
<5s
Time for Pulse to answer any causal enterprise question — with evidence chain and HMAC proof
5
Provisional patents on the CSIP architecture — the intelligence moat no competitor can replicate
100%
Of all AI outputs cryptographically HMAC-notarized — tamper-evident, replay-able, audit-ready
Honest positioning
You have tools. TAO is the system.
Point solutions automate tasks. AI frameworks let you build things. TAO runs the enterprise — with memory, causality, governance, and every role covered.
TAO
Point Solutions
(Salesforce, ServiceNow AI)
(Salesforce, ServiceNow AI)
AI Frameworks
(LangGraph, CrewAI)
(LangGraph, CrewAI)
Cross-system orchestration
✅
⚠️Own ecosystem only
🔧Build it yourself
Persistent institutional memory
✅
❌
❌
Causal intelligence (why things happen)
✅
❌
❌
Executive intelligence layer (Pulse)
✅
⚠️Dashboard only
❌
Employee portal (no-code AI access)
✅
⚠️Limited
❌
HMAC cryptographic audit trail
✅
❌
❌
Human-in-the-loop governance
✅
⚠️Basic
🔧Manual
Deploy without ERP replacement
✅
❌Ecosystem required
✅
The Vision
The enterprise
that operates
itself.
By 2027, the enterprises that lead their industries won't be the ones with the most AI tools. They'll be the ones with an operating system for those tools— an intelligence layer that remembers, coordinates, and proves. TAO is that operating system. We're building it now.