Operations
The universal connector between your software and AI. The MCP protocol (Model Context Protocol) allows the Copilot to interact with your APIs in a standardized way — read data, create records, trigger workflows. It's the layer that makes everything else possible.
Follow up on all unvalidated quotes older than 30 days and prepare a personalized email for each client
→ API request /quotes?status=pending&age>30... — 12 quotes found
→ Enriching client data... — 12 client records loaded
→ Generating personalized emails... — 12 drafts created
→ Scheduling sends... — Sending scheduled for tomorrow 9am
12 follow-ups prepared and scheduled.
Before
😤 Custom AI integrations, fragile, to maintain
After
⚡ One standard protocol, one connector, all your APIs accessible
Observation
The problem
The Copilot is intelligent but without access to your APIs, it can't do anything. Operations is the layer that connects intelligence to action.
Without it, the Copilot is a chatbot. With it, it becomes an operator.
Product
How it works
01
You expose your APIs
Describe your REST endpoints, MCP makes them accessible to the Copilot in a standardized way.
02
The Copilot uses them
When a user makes a request, the Copilot selects the right endpoints and calls them with the right parameters.
03
Validated actions
Sensitive actions go through human validation (HITL) before execution.
100%
All your features accessible in natural language
0 custom
Zero custom integration to maintain
Universal
Compatible REST, GraphQL, webhooks
Case study
Deployed at Societe.com and OOTI — agents connected to business APIs via MCP for invoicing, inventory, and client data.
# Technology
Model Context Protocol (MCP)
Compatible REST, GraphQL, webhooks
Human-in-the-loop (HITL) for sensitive actions
Connect your software to AI
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