Marketplace/AI Classification Pipeline
AI & Classification

AI Classification Pipeline

Claude API-powered routing with confidence thresholds and fallback logic

Classify incoming requests, leads, or support tickets using Claude API with structured confidence-threshold routing. High-confidence items get auto-processed; uncertain ones get flagged for human review. Built from agentic AI projects.

Self-Service: what’s included

  • Make.com or n8n workflow with Claude API integration
  • Confidence-threshold routing (auto/review/escalate tiers)
  • Structured JSON output parsing
  • Fallback logic for API failures
  • Classification logging and analytics
  • Setup documentation + video walkthrough
$299one-time

Premium: we implement it for you

  • Custom classification categories for your domain
  • Prompt engineering tuned to your data
  • Integration with your ticketing/CRM system
  • 30-day post-launch support
$2,200full implementation
Request Premium Implementation

Built with

Make.comn8nClaude APISlack

Secure checkout via Stripe. You’ll receive setup instructions by email after purchase.