The Noise / Information Overload

Drowning in signals, starving for insight.

Organizations receive thousands of unstructured inputs every minute — far beyond our capacity to filter, process, or act on what truly matters.

Organizational Intelligence

Knowledge is Capital.
Intelligence Creates Value.

Your organization knows more than it can use.

We explore how fragmented information can become structured knowledge, connected intelligence and better decisions.

Explore the concept Get in touch

The idea

Your Knowledge.
Connected.

Every organization accumulates valuable knowledge through documents, conversations, projects, experiences and relationships.

Yet much of that knowledge remains fragmented, difficult to retrieve and disconnected from the decisions that matter.

We believe organizational knowledge should become a living asset: structured, connected and actionable.

The intelligence framework

From Information to Intelligence.

01

Connect

Bring together fragmented sources of knowledge.

02

Structure

Organize information, entities and relationships.

03

Understand

Explore knowledge through contextual, source-grounded intelligence.

04

Act

Turn insights into better decisions, opportunities and strategic action.

Information
Knowledge
Intelligence
Decisions

The vision

Build Your Own Intelligence System.

We envision private, modular intelligence systems designed around the knowledge, context and objectives of each organization.

Not another generic chatbot.

An intelligence agent you can connect via MCP (Model Context Protocol) to your assistants, tools and workflows — a new way to connect organizational knowledge, understand relationships and support decisions.

Design principles

Private by design

Knowledge remains governed by the organization.

Connected knowledge

Information gains context through relationships.

Actionable intelligence

Knowledge becomes useful when it informs decisions.

Connect via MCP

An agent that plugs into your AI assistants and tools through the open Model Context Protocol.

Capabilities

Intelligence Inside.
Intelligence Outside.

An intelligence tool that connects what your organization knows with what happens beyond it — with full traceability from source to decision.

Commercial intelligence

Pricing Intelligence

Direct support for the Presidency and Executive Management to analyze markets, customers, competitors, pricing, opportunities and future scenarios.

  • Markets
  • Customers
  • Competitors
  • Pricing
  • Opportunities
  • Scenarios
Technology scouting

Innovation

Technology scouting and trend watching to identify, evaluate and prioritize technologies, risks and opportunities with potential impact on the organization.

  • Scouting
  • Trends
  • Evaluation
  • Prioritization
  • Risks
External sources

OSINT & Monitoring

Access to and continuous monitoring of external sources using open-source intelligence (OSINT) techniques to capture relevant signals.

  • Open sources
  • Monitoring
  • Alerts
  • Signals
Governance

Knowledge Traceability

Full traceability of the knowledge generated within the organization: every insight linked to its sources, authors and decisions.

  • Provenance
  • Sources
  • Audit trail
  • Versioning

Model Context Protocol

Connect the Agent
Wherever You Work.

The Circulo Capital agent will be exposed as an MCP server — the open standard that lets AI assistants securely query external sources of knowledge.

Your assistants ask. Your organizational intelligence answers, grounded in your own sources.

01

Get access

Your organization receives a private MCP endpoint for its own intelligence system.

02

Add the server

Paste the endpoint into any MCP-compatible assistant or tool.

03

Authorize

Sign in to grant access. Permissions stay governed by your organization.

{
  "mcpServers": {
    "circulo-capital": {
      "url": "https://<your-organization>.circulo.capital/mcp"
    }
  }
}

Designed for MCP-compatible clients

Claude

Desktop and web assistants from Anthropic.

ChatGPT

Connectors and custom MCP servers.

Cursor

AI-assisted development environment.

VS Code

Copilot agent mode with MCP servers.

Lovable

Connect the agent as a chat connector.

Custom agents

Your own workflows built on the MCP SDKs.

In development. Final connection details and supported clients will be shared with early partners.

In development

A New Intelligence Initiative
Is Taking Shape.

We are exploring a new generation of organizational intelligence systems. Designed to transform accumulated knowledge into a strategic asset.

Let's Talk Intelligence