AutoFlow - AI Ops Manager for MSMEs

AutoFlow is an open-source AI Ops automation engine designed for MSMEs that converts plain natural language instructions into deployable business workflows.

Using a multi-phase AI pipeline, AutoFlow builds end-to-end automation graphs-including triggers, conditions, AI reasoning nodes, Google Sheets lookups, WhatsApp actions, and error handling-without requiring any technical knowledge.

This enables non-technical users such as shop owners, clinics, restaurants, and service providers to automate daily tasks across WhatsApp, Instagram, Email, Web, and internal systems within seconds.

✨ Key Features

• AI Generates Complete Automation from Text
  Users type needs like “Create an agent that accepts orders and checks stock” - AutoFlow builds the workflow graph automatically.
  

• Visual Drag-and-Drop Workflow Editor
  Clean, editable workflow editor for customizing nodes.

• Inventory-Aware Agents (Unique USP)
  Automatically connects to Google Sheets for inventory, orders, logs, etc.

• Instant Deployment to WhatsApp
  One-click QR deployment to go live instantly.

• Auto-Explainer Feature
  AI explains every node and action in simple language for transparency.

• Multi-Channel Support
  WhatsApp, Instagram, Webhooks, Google APIs, Email, PayPal, Salesforce, etc.

Target Users

• MSME owners

• Non-technical staff

• Solo entrepreneurs

• Local service providers

• Fast-growing businesses (50–500 daily orders)

Problem AutoFlow Solves

• Too many disjoint tools

• Automation platforms require coding knowledge

• Custom AI agents take weeks to build

• No WhatsApp-first solutions exist

• Manual setup takes hours
  AutoFlow solves all these by automating everything from text.

How AutoFlow Works (3-Phase Architecture)

Phase 1 - Understanding User Intent

User describes the workflow in natural language.

Phase 2 - AI Builds Workflow Graph

Generates:

• Triggers

• AI reasoning nodes

• Conditions

• Sheet lookups

• WhatsApp actions

• Error handling

Phase 3 - One - Click Deployment

User scans QR → Automation goes live.

⚙ Tech Stack

• AI Layer: Gemini 2.0 Flash, Pro, Flash Lite

• Compute: Cloud Run, Cloud Functions

• Database: Firestore, Realtime DB

• Authentication: Firebase Auth

• APIs: Google Sheets, Cloud Vision, Pub/Sub

• Monitoring: Cloud Logging