AI-Powered Workflow Builder Platform

Problem

Teams needed a reliable way to design and execute repeatable workflows with AI assistance while keeping definitions portable and auditable.

Solution / Approach

Designed a workflow builder that separates workflow definition from execution. Added AI-assisted generation (natural language to graph), versioning, and JSON portability.

Architecture

• Graph editor for nodes and edges with template library.
• FastAPI backend with SQLite and Alembic migrations.
• Auth refresh/access flows with audit logging.

Key Features

• AI-assisted workflow generation from natural language prompts.
• Versioning with rollback and JSON exports.
• Admin dashboard for execution monitoring.

What I Learned

AI generation is only useful when paired with strict validation, version control, and a clean definition/execution boundary.