AutoFlow
Enterprise automation platform that orchestrates complex workflows with AI decision-making.
Backend Architect & AI Lead
6 months
Python, FastAPI, GPT-4
Web (Enterprise SaaS)
TECH STACK
THE PROBLEM
What needed solving
Enterprise teams were spending 40+ hours per week on repetitive multi-step processes that spanned multiple tools.
Existing automation tools (Zapier, Make) lacked the ability to handle conditional logic and AI-powered decision branching.
No-code platforms hit limitations when workflows required custom data transformations or API orchestration.
Error handling in complex workflows was brittle, with no retry logic, human-in-the-loop fallbacks, or audit trails.
THE SOLUTION
How I approached it
Built a visual workflow builder that supports conditional branching, loops, and parallel execution with a drag-and-drop interface.
Integrated GPT-4 as a decision node that can analyze data, classify inputs, and route workflows based on AI judgment.
Created a robust execution engine with automatic retries, dead-letter queues, and human approval gates.
Implemented comprehensive audit logging, real-time monitoring, and alerting for every workflow execution.
WHAT I BUILT
My responsibilities
Architected the distributed workflow engine with FastAPI, Celery, and Redis
Built the AI decision nodes with GPT-4 integration and prompt management
Designed the visual workflow builder with a custom drag-and-drop system
Implemented the monitoring dashboard with real-time execution tracking
Created 50+ pre-built integration connectors for popular enterprise tools
Set up Kubernetes deployment with auto-scaling based on queue depth
KEY FEATURES
What makes it special
Visual Workflow Builder
Drag-and-drop interface for building complex automation flows with branching, loops, and parallel paths.
AI Decision Nodes
GPT-4 powered nodes that analyze data and make routing decisions within workflows.
Human-in-the-Loop
Configurable approval gates where workflows pause for human review before proceeding.
50+ Integrations
Pre-built connectors for Salesforce, Slack, Jira, GitHub, Google Workspace, and more.
RESULTS & IMPACT
The numbers speak
35+
Hours Saved/Week
500+
Workflows Running
99.97%
Uptime
18
Enterprise Clients
NEXT STEPS
What's coming next
Adding workflow templates marketplace
Building a self-hosted enterprise edition
Implementing multi-tenant workflow sharing
INTERESTED?
Let's build something together.
Have a similar project in mind? I would love to help bring your vision to life.