Ontology Layer
Model the objects, relationships, state and rules of your business — Product, SKU, Order, Inventory, Supplier, Policy — as one computable source of truth.
AI-native operations OS
The future of business. Run by AI
NodalOS models your global, omni-channel commerce as a computable ontology — and an agent reasons, plans and acts on it. Not software you click. A digital operations expert that runs your business.
The architecture
Ontology Layer + Operational Apps + Agent Brain
Operational Apps
Orders, inventory, replenishment, fulfillment, warehouses and stores — one coordinated loop on a single inventory truth, online and offline.
Agent Brain
An agent reasons, plans and acts over the ontology — extending its reach by mounting Skills, within an autonomy you control.
The product, live
Not a concept deck. A running system.
Below is the real console: an agent replenishment plan waiting for approval, the causal chain that produced it, and the ontology it acts on.
The shift
The end of software you click.
You own the business ontology. Agents operate it. You pay for results — the software itself can be free.
Own the ontology Your business model is yours — portable, auditable, not locked in a vendor's tables.
Agents operate The agent is the operator, not an assistant. Humans supervise by exception.
Pay for outcomes Priced on the work done and results delivered — not seats and modules.
How agents work
A causal loop, with autonomy you dial in.
Every move is a node in a signal → decision → action → effect chain — fully traceable, so you can trust it and roll it back.
Signal Decision
Effect Action
The agent cannot act on this action. It may only observe signals and keep the causal log.
The agent explains what it would do, but a human still performs the action.
The agent drafts the plan or operation. Execution waits for explicit human approval.
The agent executes inside policy, with a veto window and full rollback trail. This is the default operating tier.
The agent executes without waiting, reserved for low-risk, bounded actions with strong monitoring.
Set how far the agent may act, per action. Approvals and veto windows land in one inbox — and the line moves as trust grows.
Built for global omni-channel commerce
Every channel, every market, one operating system.
DouyinPDDTaobao / TmallShopifyAmazonTikTok ShopTemuSHEINLazadaShopeeOffline stores
Domestic + cross-border
From China marketplaces to Shopify, Amazon and Southeast Asia — multi-market, multi-currency, one truth.
OMS + WMS
Order capture, dispatch and warehouse operations — inbound, outbound, counts — wired into the same ontology.
Online + offline
Stores and POS share a single sellable-inventory truth — no overselling across channels.
Principles
Three non-negotiables.
AI-native
Not “ERP plus an AI feature.” The agent operates the business; humans supervise by exception.
Ontology
The business world is a computable graph of objects and relationships — a single source of truth.
Agent + Skill
Capabilities extend by mounting Skills — build functionality the agent can invoke, not just buttons people click.
Run your business with agents.
We are onboarding a small group of early design partners across global commerce.