95% of enterprise AI fails because agents have no memory, no causal awareness, and no governance. TAO gives them all three - with APEX, Cortex, and Pulse working as one operating system.
Every enterprise has agents that act, memory that persists, and decisions to be made. TAO powers all three - with governance and auditability at every layer.
The enterprise agent factory. Build, deploy, and orchestrate AI agents and autonomous workflows with full governance and observability.
The institutional brain. Persistent, governed, notarized memory across six layers - so your AI never forgets what your enterprise knows.
Your Chief of Staff - powered by every system in your company. Voice + chat + a Living Intelligence Board. No dashboards. Just answers.
Stop reading dashboards. Start asking questions. Pulse knows your business - the numbers, the patterns, the reasons why - and surfaces what matters before you ask.
Cortex organizes all enterprise knowledge into six typed memory layers - each with distinct retrieval semantics, temporal modeling, and causal awareness. Click any layer to explore it.
Records of specific events, interactions, and observations tied to a point in time. Includes all agent actions, meeting decisions, incident reports, and customer interactions.
Generally-true facts about the enterprise domain - concepts, definitions, relationships, and preferences that don't expire with a single event.
Point-in-time state records with bi-temporal modeling - tracking when things were true in the world vs when Cortex recorded them. Enables historical point-in-time queries.
Discovered causal relationships between events, KPIs, and entities. The highest-value layer - understanding that exists nowhere else in any enterprise system.
How the enterprise operates - workflows, runbooks, standard operating procedures, and best practices stored as AI-readable institutional knowledge.
Compliance rules, governance requirements, and approval constraints - applied by the policy engine during context pack assembly on every single query.
Your enterprise data contains causal relationships no BI tool has ever mapped. Cortex auto-discovers them - connecting a port delay to a projected churn event, 90 days before it happens, across systems that have never talked to each other.
A durable DAG engine, a multi-provider model router, and policy gates baked into every node - so agents never touch anything they shouldn't, and every action is traced and cost-estimated.
Real intelligence delivers real outcomes. These are what enterprises see within the first 90 days of deployment.
Ask Pulse why Q3 revenue missed. Get a causal chain across supply chain, CS, and sales - with evidence and dates - in under 5 seconds.
Cortex detects leading indicator patterns 60–90 days before they become revenue problems. Supply chain shifts, CS capacity gaps, pipeline signals - surfaced automatically.
Every response cryptographically notarized. Every context pack reproducible and diffable. Every policy decision logged. Regulators get proof. EU AI Act compliant by design.
Cortex connects to SAP, Salesforce, Workday, and your data warehouse via CDC connectors. Your data stays where it is. Cortex stores derived intelligence - not copies of your 500TB estate.
Pulse queues recommended actions. The executive approves in one tap. APEX agents handle execution and return a summary in minutes.
Change Data Capture reads only the transaction log. Ongoing load on SAP, Salesforce, and Workday is negligible. Your ops teams never notice Cortex is running.
From manufacturing floors to financial trading desks - the same platform, applied to the specific intelligence problem each industry faces.
A tier-1 manufacturer watches OTIF, supplier fill rates, and inventory across 80 suppliers. When a port disruption hits, Cortex automatically traces the causal chain: which accounts will feel delivery issues first, when CSAT will decline, and which renewals are at risk.
A financial institution deploys APEX agents across loan processing, compliance monitoring, and customer servicing. Every agent decision is HMAC-notarized, policy-gated, and fully auditable. Regulators receive cryptographic proof of every context pack assembled.
An insurer uses APEX to orchestrate a multi-agent claims pipeline: intake, document extraction, risk scoring, fraud detection, policy lookup, and auto-approval for low-risk claims. High-risk claims route to human review with full context.
A SaaS company connects Cortex to Salesforce, Gainsight, and product analytics. Cortex builds causal maps between feature usage, support tickets, CSAT, and churn. When Cortex detects a leading indicator pattern, APEX agents draft and queue proactive outreach.
Developer memory APIs store vectors. Tytan stores evidence. Every context pack is signed, every decision is logged, every rule is enforced at three layers simultaneously.
Developer memory APIs are great for startups. Regulated enterprises need governance, causal intelligence, and auditability - not just recall.
| Capability | Tytan TAO | Memory APIs | Agent platforms |
|---|---|---|---|
| Persistent memory + hybrid retrieval | ● Full | ● Yes | ◐ Partial |
| Causal intelligence across enterprise KPIs | ● Auto-discovered | ○ None | ○ None |
| Cross-functional early warning alerts | ● 90-day lead time | ○ None | ○ None |
| Cryptographic notary on every response | ● HMAC chain | ○ None | ○ None |
| Policy engine (PDP/PEP) with redaction | ● Allow · deny · transform | ○ None | ◐ Limited |
| RBAC + ABAC at API + DB + vector | ● 3 layers | ◐ API only | ◐ API only |
| Context pack replay & diff | ● Reproducible | ○ No | ○ No |
| Visual agent & workflow factory | ● APEX Forge | ○ No | ● Yes |
| Executive voice + intelligence board | ● Pulse | ○ No | ○ No |
| Deploys in your VPC, your keys | ● Always | ◐ Some | ◐ Some |
30 minutes. A live Pulse board wired to a live Cortex tenant, with an APEX workflow running behind it. Bring a real question - we'll answer it.
Every 20 years, a new computing paradigm resets the enterprise stack. TAO is built for the shift happening now.