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Agent-First Data Platform

Where your company's data, rules and knowledge live

Connect every source once. Calliope turns it into a knowledge graph your business rules govern — then answers questions about it. Ask it yourself, or let your agents ask through MCP.

The Calliope Data home screen
Client logo Client logo Client logo Client logo

Two ways in

One source of truth. Two ways to reach it.

Where your people ask

Questions in plain language, answers with their sources cited. No ticket to the data team, no dashboard to interpret, no SQL to write.

Where your agents consult

A hosted MCP server and a public CLI. Claude, ChatGPT, Cursor or your own harness reach the same governed data, through tools that take questions rather than queries.

See how agents connect →

Knowledge graph

Your business, described in your own words

Calliope reads your sources and builds a semantic ontology — the concepts your business runs on, their attributes, and how they relate. AI writes the first draft; your people correct it. When it regenerates, what the AI wrote refreshes and what your people know stays.

  • Concepts, attributes and relationships, not just tables and columns
  • Human edits survive every regeneration
  • It is the tool schema agents read before answering
Business concepts grouped by domain

Governance

Your rules travel with every query

Business rules are first-class objects, versioned and toggleable, applied when the query runs — not suggestions in a prompt an agent can talk itself out of. Resistant to prompt injection and to conversational drift.

  • Applied at query time, never bypassable
  • Versioned, categorized, switchable
  • The same rules for your people and for your agents
The business rules list

Agent Studio

Build the agents your teams need

Define specialized agents against your own data: give each one its scope, its blueprint, its extra rules. Simulate an agent before anyone depends on it, and see what it actually did afterwards.

  • One agent per domain — finance, operations, support
  • Scope and rules per agent, on top of the organization's
  • Simulate and validate before deploying
  • Every run leaves a trace
An agent's capabilities, with risk levels and autonomy

Data Connection

Connect your data. 400+ data sources.

CRMs, analytics platforms, data warehouses and more — with a growing number that connect in minutes.

Salesforce

Salesforce

Integrate your main Sales CRM as business data source compatible with Calliope

Connector
HubSpot

HubSpot

Integrate as Marketing and/or Sales data source compatible with Calliope

Connector
SAP

SAP

Connect your SAP ERP and Business Platform data source compatible with Calliope

Connector
ZohoCRM

ZohoCRM

Connect to your Zoho Sales CRM as your business data source

Connector
Snowflake

Snowflake

Integrate directly to your Data Platform as data source compatible with Calliope

Connector
BigQuery

BigQuery

Integrate with BigQuery Data Warehouse as data source compatible with Calliope

Connector

and 400+ more connectors

Trust & control

Answers you can put in front of a committee

The hard part of putting agents on company data is not the answer. It is being able to say who asked, what was applied, what it cost, and where the data went.

Cost and activity per agent

Observability breaks it down by agent, not just by model or user. When fifteen agents run on your data, the question is which of them earns its keep.

Isolated by organization

Row-level security, and a tenant resolved on the server from the credential, never from an argument an agent controls. Over MCP, SQL is never exposed.

No lock-in

Model-agnostic and cloud-agnostic. If a better or cheaper model ships tomorrow, you switch. If your data cannot go to a given cloud, it doesn't.

GDPR, EU residency

Your data stays in the EU, under GDPR.

Put your data where questions can reach it

Ask it yourself, or connect your agents. The same rules either way.

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