Robot Supervision: AI Scoring Microservice

What It Does

The AI Scoring Microservice is the core intelligence behind the Robot Supervision platform. It evaluates unstructured text—emails, messages, documents, or web content—and determines how relevant it is for your business goals.

• Calculates a lead score from 0.0 to 1.0
• Summarizes text content automatically
• Extracts key business terms
• Recommends actions (follow-up, archive, ignore)
• Supports project-specific scoring logic

Key Features

• Exposed via REST API at api.aiscoring.robotsupervision.com
• Secure API key authentication
• Low-latency responses (under 5 seconds)
• Supports per-user and per-project context
• Modular design for use with any input source

Compatible Input Sources

• Email (via Gmail API)
• Telegram messages (via Telethon)
• Web pages (via crawler service)
• PDF and Word documents (via parsing service)

Notifications

When a highly relevant lead is detected, the system can alert you instantly via:

• Telegram bot messages
• Email notifications
• Dashboard updates (coming soon)

Coming Soon

• Feedback learning (mark "this was a good lead")
• CRM integrations (HubSpot, Pipedrive)
• User-facing dashboard and analytics
• Multi-user access and quota control
• Smart cleanup module for inbox and message hygiene