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Intelligence extension

Intelligence extension

Connect your data estate to any AI model, without writing a line of integration code.

Built by Cirata | Tech Preview

Built on an open standard

Intelligence implements the Model Context Protocol, the emerging open standard for connecting AI agents to enterprise tools. That means every model that speaks MCP can reach every Symphony extension through a single connection, with no vendor-specific glue code in between.


Works with
Claude · ChatGPT · watsonx.ai Agent Lab · Mistral · local models (Ollama, LM Studio, Open WebUI) · any MCP host


Reaches
Canon · Ice Flow · Iceberg Ops · Pulse · Observability · Data Migrator · any Cirata extension with an OpenAPI spec

Built on open standard

What it does

  • Make every Symphony extension instantly callable by Claude, ChatGPT, watsonx.ai, or any MCP-compatible AI agent.
  • Auto-discover new tools the moment an extension operates, no registration, no redeploys, no wrappers.
  • Validate every AI request against your API spec before it ever reaches your services.
  • Govern AI activity with per-tenant isolation, usage metering, and full traceability built in.
  • Swap models freely, one catalogue, one meter, one audit trail across every AI host.
What it does screenshot 1
What it does screenshot 2

Use cases

Agentic data operations

Let watsonx.ai, Claude, or ChatGPT call your replication, lakehouse, and monitoring extensions directly, without bespoke wrappers per model.

Multi-vendor AI strategy

Serve Claude on the developer laptop, ChatGPT for ad-hoc analysis, watsonx.ai in production, and a local model behind the firewall, all from one catalogue.

AI governance and audit

Answer the regulator's question — which agent did what, to which data, on whose behalf, with tenant-scoped sessions, validated arguments, and end-to-end traces.

AI chargeback

Meter AI usage as a first-class platform dimension. Bill by client, by query, by catalogue size, through the same chargeback your data services already use.


How it works

Declare

Add one flag to your OpenAPI spec.

Discover

Intelligence finds the tool, parses the schema, publishes it to every connected AI host.

Dispatch

The model calls. Intelligence validates, routes, traces, and meters every request.


Technical details

Protocol Model Context Protocol (MCP) revision 2025-06-18, tools, resources, prompts, elicitations
Compatibility Cirata Symphony platform; any MCP-speaking AI client (Claude, ChatGPT, watsonx.ai, Mistral, local models)
Discovery Automatic, every 30 seconds, via native messaging service-info — no registry to maintain
Governance Per-tenant API key isolation, JSON Schema argument validation, end-to-end tracing, three-dimension licensing meter
Deployment Distributed + hybrid environments, horizontally scalable via Cirata Symphony WorkPartitioner
Time-to-value Minutes: Every existing OpenAPI-documented extension becomes AI-callable the moment Intelligence boots

Other Cirata Symphony extensions

Cirata Symphony Pulse extension
Control, understand, coordinate, and automate your data estate using simple prompts.
Data Migrator extension
Fully automated, zero-downtime or risk, continuous petabyte scale data migration between data environments.
Observability extension
See your entire Cirata Symphony estate as one OpenTelemetry stream, every extension, every signal, into any backend you already run.
Orchestration extension
A vendor-neutral control plane for workflow orchestration on Cirata Symphony. Orchestration connects to the workflow engines you already run, behind one unified Orchestrator interface.
Ice Flow extension
Manage data in Iceberg-native, open standard formats, between any pair of catalogs, across vendors, clouds, and on-premises, without compromise or lock-in.
Canon extension
Replicate Kafka across any vendor mix, with offsets every instance agrees on, schemas that travel with records, and failover you can actually rehearse.

Want to see the Cirata Symphony Intelligence extension in action?

Let us show you how the Cirata Symphony Intelligence extension is a revolutionary new data extension to fit your organizational needs.
Schedule a direct 1:1 demo with our CTO, Paul Scott-Murphy.