AI Email Routing Framework
Modular, Tool-Agnostic Architecture for Intelligent Workflow Automation
Presentation Layer
User interface for triggering pipelines and viewing results
St
Streamlit
Dashboard UI
Swap Options Easy
Gradio
React + FastAPI
Retool
Slack Bot
↓
Orchestration Layer
Coordinates workflow, handles errors, manages state
Py
Python Pipeline
Workflow Engine
Swap Options Medium
Apache Airflow
Prefect
Temporal
AWS Step Functions
↓
AI / LLM Layer
Classification intelligence and content generation
C
Claude (Anthropic)
Classification
Swap Options Easy
GPT-5 (OpenAI)
Gemini (Google)
Llama (Self-hosted)
AWS Bedrock
C
Claude (Anthropic)
Reply Generation
Swap Options Easy
GPT-5 (OpenAI)
Mistral
Fine-tuned Model
↓
Human-in-the-Loop Layer
Review, edit, and approve AI-generated content
At
Airtable
Approval Queue
Swap Options Easy
Notion
Google Sheets
Slack (Buttons)
Jira
Custom App
↓
Data Layer
Storage, persistence, and audit trails
{ }
JSON Files
Local Storage
Swap Options Easy
PostgreSQL
MongoDB
Supabase
S3 + Athena
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