Open Standard (AAIF / Linux Foundation)
On-premise agent
A2A-Ready Architecture
Shared Business Vocabulary
Standard MCP servers speak system dialect, not business
Every MCP server you connect teaches your AI agent a different language. SAP calls it “BusinessPartner.” Salesforce calls it “Account.” Shopify calls it “customer.” Your agent re-learns the schema of every system, every time.
The result: fragile integrations, hallucinated field mappings, and AI agents that can read data but can’t safely write it back. MCP gave you the protocol. What’s missing is the vocabulary.
Your agent speaks business, not API
Most MCP servers give your AI agent a direct connection to one system at a time. OneEnterprise gives it a shared business vocabulary across every system, so Customer means Customer, regardless of where the data lives.
Connect
Point the MCP Gateway at your systems. Pre-built Business Connectors for SAP B1, Salesforce, D365 BC, Shopify, and more.
Translate
Business Connectors map each system’s native schema to shared business objects. “BusinessPartner” and “Account” both become “Customer.” The gateway serves them to your AI.
Query
Your AI agent calls one MCP endpoint. Read Customer, write Order, sync Inventory, in business language, across any connected system.
Govern
Every action passes through identity, policy, and audit controls. The On-Premise Agent keeps ERP data behind your firewall.
Six things your AI agent couldn’t do before
Built for teams that can’t compromise
OES-MCP vs. standard MCP servers
| Capability | Standard MCP Servers | OES-MCP Gateway |
|---|---|---|
| Cross-system object model | Standard MCP ServersPer-connector context. Each system has its own schema | OES-MCP GatewayOne canonical model spans all connected systems |
| Cross-system queries | Standard MCP ServersAgent queries each system separately, maps results manually | OES-MCP GatewayOne query resolves across systems. Same object everywhere |
| Write safety | Standard MCP ServersNo localization, tax, or validation rules | OES-MCP GatewayBusiness Connectors encode domain rules |
| Auth, audit, policy | Standard MCP ServersNo built-in governance | OES-MCP GatewayIdentity, authz, audit trail on every action |
| On-premise access | Standard MCP ServersRequires inbound ports or VPN | OES-MCP GatewayOn-Premise Agent tunnels without inbound ports |
| Knowledge compounds | Standard MCP ServersEach deployment starts from zero | OES-MCP GatewayOE Swarm shares canonical knowledge |