Connectedthroughabroker,notthroughcredentials.
Integration is where most AI governance quietly fails: a model is handed a token and everything behind that token becomes reachable. NeuroCluster brokers access instead, so a tool call is a permission check rather than a trust exercise.
Thebrokeredpattern
The conventional way to give an agent access to a system is to give it a credential. It works immediately and it is almost impossible to govern: the credential's scope is whatever the system's role model happens to allow, the agent holds it for as long as it lives, and the audit trail belongs to the target system rather than to the decision.
The brokered alternative inverts it. The agent holds no credential. It requests a declared operation — read this object, propose this change — and the broker evaluates the request against the agent's mandate, performs the call with its own tightly-scoped identity, and records what happened as part of the decision's evidence.
The cost is that every integration has to declare its operations. That cost is the point: an operation that has been declared is an operation that can be permitted, rate-limited, reviewed and revoked.
Whatconnects
REST and GraphQL APIs
Declared operations over existing enterprise APIs, with argument constraints and rate limits.
MCP servers
Model Context Protocol servers registered as privileged integrations: scoped, version-pinned and monitored.
ERP
Master data, work orders, procurement and finance objects — read paths by default, write paths by exception.
CRM
Customers, contracts, cases and entitlements as typed objects rather than exported spreadsheets.
GIS
Spatial context — network topology, asset locations, service territories — as first-class relationships.
SCADA and historians
Operational telemetry through a one-directional broker, rate-limited and logged. Read only.
IoT and sensors
Streaming signals typed as events against the assets they belong to.
Databases and warehouses
Direct query paths with column-level scope, so an agent's data scope is enforced at the source.
Enterprise SaaS
Ticketing, document management, HR and collaboration platforms as declared operations.
MCP,treatedastheprivilegedsurfaceitis
MCP makes tool integration dramatically easier, which also makes it the fastest way to accidentally grant an agent broad reach. These are the controls that make it safe to adopt.
Registration
Servers are inventoried with an owner, a purpose and the operations they expose. Unregistered servers are unreachable.
Version pinning
A server's tool surface can change between versions. Pinning prevents a silent capability expansion.
Scope per agent
Which servers and which of their tools each mandate permits, rather than a shared allowlist.
Argument constraints
Bounds on what may be passed, so a legitimate tool cannot be used for an illegitimate query.
Egress control
Where a server may reach. A server that can call arbitrary URLs is an exfiltration path.
Invocation evidence
Every call, its arguments and its result recorded against the decision that prompted it.
System support is a technical statement. NeuroCluster does not display vendor logos to imply partnerships or certifications it does not hold.
Questions
- Does an agent ever write to a system of record?
- Sometimes, and always through a declared operation with an approval requirement appropriate to the consequence. In OT environments the default is that agents do not write at all; they prepare a decision for an operator inside the existing system.
- What if a system has no API?
- There are usually other paths — database replicas, file drops, message queues, or an existing integration platform. What matters is that whatever path is used gets declared as an operation rather than becoming an undocumented back channel.
- Can we use our existing integration platform?
- Yes. An iPaaS or ESB is a perfectly good execution mechanism. The control plane governs the request; it does not insist on owning the transport.
Continue
- OntologyWhat integrated data becomes once it is typed.
- SecurityCredential handling, egress control and tenant isolation.
- Control planeWhere tool and MCP scope is enforced.
- EcosystemIntegrations, MCP, partners and developers.
- Critical infrastructureThe IT/OT boundary pattern in practice.
- DevelopersAPIs, schemas and the agent runtime.
Bring us one operational problem.
You do not need a finished brief. Bring the problem — we will work out the next step together.
Or book a call with the team