From Message to Execution
Try it yourself. Pick a request in the Telegram chat and watch the backend orchestration light up in real time. The chat on the left is what the user sees. The flow diagram on the right is what happens behind the scenes.
MariaEABot
Online
Good morning! I've analyzed your current project status. What would you like to do?
MariaEABot
Online
Good morning! I've analyzed your current project status. What would you like to do?
How the Pipeline Works
Message Ingestion
User sends a message via Telegram, Slack, WhatsApp, or email. The message is received by our integration layer and forwarded to the orchestrator.
Intent Classification & Routing
The AI orchestrator analyzes the message, determines what needs to happen, and routes the task to the right specialized agents.
Agent Execution
Specialized agents execute their tasks in parallel -- querying databases, searching the web, managing calendars, drafting communications -- each within their defined scope and budget.
Response Assembly
Results from all agents are collected, validated, and assembled into a coherent response. Rich cards, attachments, and structured data are formatted for the user's channel.
Delivery & Audit
The response is delivered back through the original channel. Every step is logged with full audit trails, cost tracking, and governance checkpoints.
Ready to Build Your Own Workflow?
We set up the orchestration, connect the channels, and deploy the agents. You send a message and watch the work happen.