You can use Cairo to build:
What is Operational Intelligence?
Operational Intelligence refers to systems that analyze real-time data and enable immediate actions across operational environments. Traditional software provides information. Operational Intelligence systems monitor, analyze, and act on operations in real time.
Cairo extends this concept by enabling AI to perceive environments, plan operational decisions, execute workflows, coordinate agents, and learn continuously — transforming AI from a conversational tool into an operational system.
Cairo for Everyone
Cairo is designed for all users, not just developers.
Individual Users
Anyone can deploy AI assistants and operational tools directly from the Cairo platform.
- Research assistants
- Productivity assistants
- Financial planning tools
- Learning assistants
- Personal automation systems
Developers
Developers can build advanced AI systems using Cairo Core.
- AI agents
- Multi-agent systems
- Automation frameworks
- Operational AI systems
- Autonomous AI companies
Organizations
Enterprises can deploy Cairo operators to manage operational workflows continuously.
- Enterprise automation
- Financial operations
- Marketing operations
- Supply chain management
- Infrastructure monitoring
The Cairo Capability Hierarchy
Cairo systems are structured in layers of increasing capability.
Skills
Atomic AI agents
Skills are atomic AI agents capable of performing specific tasks. Skills represent the smallest unit of operational intelligence.
Plugins
Domain-specific orchestrations
Plugins are orchestrations of multiple skills designed to solve domain-specific problems. Plugins convert individual skills into domain-specific operational capabilities.
Marketing Plugin
- Content creation
- Campaign management
- Analytics tracking
Legal Plugin
- Contract analysis
- Legal research
- Regulatory monitoring
Finance Plugin
- Financial analysis
- Reporting
- Risk monitoring
AI Companies
Highest level of operational systems
AI companies combine multiple plugins and skills coordinated by Cairo operators. These companies can operate 24/7 autonomously, executing operational workflows continuously.
Cairo Architecture
Cairo is designed as a layered intelligence system. Each layer enables different capabilities.
Brain Layer
The Brain Layer provides reasoning and planning capabilities.
- Multi-step reasoning
- Decision planning
- Tool orchestration
- Operational strategy generation
Perception Layer
The Perception Layer allows Cairo to understand the environment it operates in.
- Tools
- APIs
- System capabilities
- Application interfaces
Orchestration Layer
The Orchestration Layer coordinates multiple agents and workflows.
- Multi-agent coordination
- Parallel task execution
- Operational workflow planning
- Execution monitoring
Tool Layer
The Tool Layer enables Cairo to execute actions across external systems.
- APIs
- Applications
- Enterprise systems
- Web services
- Automation frameworks
Memory Layer
Cairo operators maintain persistent memory across operations.
- Learning from past tasks
- Remembering operational context
- Improving performance over time
Observability Layer
Operational systems require monitoring and transparency.
- Execution tracing
- Debugging
- Performance monitoring
- System evaluation
Governance Layer
Autonomous systems require safety and compliance mechanisms.
- Permission management
- Risk controls
- Compliance monitoring
- Operational policy enforcement
Autonomous Company Infrastructure
Cairo introduces additional systems that enable the creation of fully autonomous operational organizations. These systems extend the core architecture of Cairo.
The three foundational technologies:
Together these systems allow Cairo to run 24/7 autonomous AI companies.
ACE — Autonomous Company Engine
Cairo's runtime for executing autonomous operational organizations
The Autonomous Company Engine (ACE) is Cairo's runtime system responsible for executing autonomous operational organizations. ACE orchestrates AI operators, departments, workflows, operational queues, governance systems, and safety controls. ACE converts declarative operational definitions into running AI organizations.
ACE Operational Hierarchy
Continuous Operations
- Monitoring marketing campaigns
- Processing payments
- Analyzing financial data
- Responding to customer requests
- Managing enterprise workflows
Governance & Safety
- Operational policy enforcement
- Approval mechanisms
- Risk monitoring
- Cost controls
- Kill switches
Kill switches allow operators or administrators to pause or stop autonomous systems when necessary.
EIL — Event Intelligence Layer
React automatically to events across digital environments
The Event Intelligence Layer (EIL) enables Cairo to react automatically to events across digital environments. When events occur, EIL routes them to the appropriate operators, workflows, or departments.
Event Sources
- Payment systems
- APIs
- Enterprise platforms
- CRM systems
- Emails
- Webhooks
- Internal system signals
Event Processing Pipeline
Example:
ACDL — Autonomous Company Definition Language
Declarative language for defining autonomous operational systems
ACDL is the declarative language used to define autonomous operational systems in Cairo. ACDL allows users to define operational structures using configuration files. These definitions are compiled by ACE into running operational systems.
Typical ACDL Structure
ACDL Resource Types
Company
Defines the organization and operational structure.
- Mission
- Departments
- Governance policies
- Revenue model
Departments
Group operators responsible for specific domains.
- Marketing
- Finance
- Legal
- Operations
Operators
AI workers responsible for executing tasks. Can run continuously or respond to events.
- Campaign Operator
- Billing Operator
- Research Operator
- Support Operator
Plugins
Orchestrate multiple skills into domain functionality.
- Marketing Plugin
- Accounting Plugin
- Legal Plugin
Skills
Perform individual tasks.
- Generate Ads
- Send Invoice
- Analyze Data
- Draft Contract
Workflows
Define sequences of operational steps triggered by events.
- payment_received → verify_payment → launch_campaign
Events
Trigger automation across operational systems via EIL.
- payment_received
- invoice_failed
- customer_signup
- contract_request
Policies
Enforce governance rules across operations.
- High transaction approval rules
- Operational safety constraints
Kill Switch
Emergency control over autonomous systems.
- Pause operator
- Pause department
- Pause company
- Safe-degrade operations
- Hard stop system
KPIs
Measure operational performance. KPI signals can trigger corrective workflows.
- Monthly revenue
- Campaign ROI
- Conversion rate
- Customer acquisition cost
Building Your First System
Getting started with Cairo is simple.
Step 1 — Launch Cairo
Access the Cairo platform through ColomboAI.
Step 2 — Deploy Skills
Install skills or create your own capabilities.
Step 3 — Combine Skills into Plugins
Orchestrate skills into domain-specific solutions.
Step 4 — Deploy Operational Systems
Run workflows, agents, or full autonomous AI companies.