🤖 AI Operations Manager Agent

OpsManager — 24/7 Autonomous Workflow Intelligence Platform

"Stop watching dashboards. Start running a living, autonomous operations brain."

OpsManager replaces static, passive dashboards with a real-time perception-action loop that continuously monitors workflow health, audits SOPs for structural gaps, and surfaces autonomous remediation opportunities — 24 hours a day.

🌐 Live Demo · ✨ Features · 🏗️ Architecture · 🚀 Get Started

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📌 The Problem

Modern operations teams face a paradox: more dashboards, less clarity.

• Static monitoring tools show you the past — not what's about to break
• SOP documentation drifts out of sync with actual workflows, creating invisible gaps
• Automation ROI is never calculated, so inefficiencies persist indefinitely
• Alert fatigue means the real signals get buried under the noise

OpsManager solves this by acting like a tireless AI Chief of Operations.

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✨ Core Features

📊 Executive Overview — Ops Health Intelligence

The command center for organizational health. Provides a real-time snapshot of:

• Ops Health Score: A composite metric tracking task throughput, bottleneck frequency, and automation coverage
• Analyzed Tasks: Live counter of workflows processed by the AI engine
• Bottleneck Trends: Trend lines exposing recurring friction points across teams
• Efficiency Delta: Calculated efficiency gain vs. baseline, updated continuously

🧠 SOP Intelligence Engine

A structural audit system that goes beyond document review:

• Redundancy Detection: Identifies duplicated steps across Standard Operating Procedures
• Communication Gap Analysis: Flags handoff points with no clear owner or escalation path
• Structural Scoring: Every SOP gets a clarity and efficiency score, prioritizing which to fix first
• Auto-Suggestions: Proposes specific rewrites and consolidations to improve process quality

🛰️ Stream Monitor — Real-Time Workflow Surveillance

A live operational feed that acts like radar for your workflows:

• Live Event Stream: Continuous feed of workflow state transitions, updated in real time
• Anomaly Detection: Flags deviations from expected flow patterns before they become incidents
• "Live Engine" Simulation: A built-in simulation mode for testing the system without live data
• Flow Health Indicators: Per-stream status badges (Healthy / Degraded / Critical)

⚡ Automation Lab — Self-Healing Workflow Generator

The proactive intelligence layer that identifies automation opportunities:

• AI-Generated Suggestions: Context-aware automation recommendations ranked by impact
• ROI Projections: Each suggestion includes estimated time saved per week and implementation cost
• Priority Matrix: Suggestions sorted by effort-to-impact ratio for fast decision-making
• One-Click Playbooks: Pre-built automation templates ready to deploy

🔔 AI Sentinel — Background Intelligence Notifications

A dynamic notification system that keeps operators informed without interrupting flow:

• Toast Notifications: Non-blocking alerts for low-priority background findings
• Severity Tiers: Findings are classified (Info / Warning / Critical) with appropriate urgency
• Contextual Actions: Notifications link directly to the relevant dashboard panel

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🛠️ Tech Stack

Category	Technology	Version	Purpose
UI Framework	React	18.2	Component-based UI with concurrent rendering
Language	TypeScript	5.2	Type-safe development and better DX
Styling	Tailwind CSS	3.4	Utility-first design with custom design tokens
Animation	Framer Motion	11.0	Declarative physics-based animations & transitions
Icons	Lucide React	0.344	Consistent, accessible SVG icon system
Build Tool	Vite	5.1	Lightning-fast dev server and optimized builds
Typography	Outfit + Inter	Google Fonts	Brand (Outfit) and UI (Inter) font pairing
Utils	clsx + tailwind-merge	2.x	Conditional class management
Deployment	Netlify	—	Zero-config static site deployment

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🏗️ Application Architecture

OpsManager is structured as a modular single-page application with three core functional domains, each represented by a dedicated component:

OpsManager Application
│
├── 🧩 App.tsx                   # Root shell — navigation state, layout, notification engine
│   │
│   ├── 📊 Executive Overview    # Inline in App.tsx — telemetry metrics & ops health score
│   │
│   ├── 🧠 SOPAnalysis.tsx       # SOP audit engine — redundancy detection & gap analysis
│   │
│   ├── 🛰️ WorkflowMonitor.tsx   # Live stream surveillance — anomaly detection & flow health
│   │
│   └── ⚙️ Settings.tsx          # Platform configuration — thresholds, notification prefs
│
├── 🎨 index.css                 # Global design tokens, glassmorphism utilities, animations
├── 🔧 tailwind.config.js        # Extended Tailwind theme with custom colors & spacing
└── ⚡ vite.config.ts            # Build configuration with React plugin

Component Responsibility Map

Component	Lines	Responsibility
App.tsx	~650	Root shell, navigation state machine, notification toast engine, Executive Overview
SOPAnalysis.tsx	~400	SOP document ingestion, structural scoring, redundancy & gap detection
WorkflowMonitor.tsx	~390	Live event streaming, anomaly flagging, flow health indicators
Settings.tsx	~130	Platform preferences, alert thresholds, integration configuration

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🚀 Local Installation

Prerequisites

• Node.js 18+ and npm 9+

Step-by-Step Setup

# 1. Clone the repository
git clone https://github.com/Ismail-2001/AI-Operations-Manager-Agent.git
cd AI-Operations-Manager-Agent

# 2. Install dependencies
npm install

# 3. Start the development server
npm run dev

The application will be available at http://localhost:5173

Available Scripts

Script	Command	Description
Dev Server	npm run dev	Starts Vite HMR dev server on port 5173
Production Build	npm run build	Compiles TypeScript & bundles for production
Preview Build	npm run preview	Locally serves the production build
Lint	npm run lint	Runs ESLint with TypeScript rules

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🌐 Deployment

Deploy to Netlify (Recommended)

This project ships with a pre-configured netlify.toml — deployment is zero-config.

Option A — Deploy via Netlify UI:

1. Push your fork to GitHub
2. Go to Netlify → "Add new site" → "Import an existing project"
3. Connect your GitHub repository
4. Netlify will auto-detect the build settings from netlify.toml:
   • Build Command: npm run build
   • Publish Directory: dist
5. Click Deploy Site ✅

Option B — Deploy via Netlify CLI:

# Install Netlify CLI
npm install -g netlify-cli

# Login to your Netlify account
netlify login

# Build and deploy
npm run build
netlify deploy --prod --dir=dist

Deploy to Vercel

# Install Vercel CLI
npm install -g vercel

# Deploy from project root
vercel --prod

Vercel will auto-detect the Vite framework and configure the build correctly.

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🗺️ Roadmap

✅ Phase 1 — Foundation (Complete)

• Full high-fidelity UI with glassmorphism design system
• Simulated real-time workflow monitoring with Live Engine
• SOP analysis with structural scoring
• Automation Lab with ROI projections
• AI Sentinel notification system
• Framer Motion micro-interactions throughout

🔨 Phase 2 — Real-Time Persistence (Next)

• Supabase or Firebase backend for live data persistence
• Real workflow events via WebSocket connections
• User authentication & multi-tenant workspaces
• Persistent SOP document storage and versioning

📋 Phase 3 — LLM Integration (Planned)

• OpenAI / Claude integration via serverless edge functions
• Natural language SOP analysis (upload a doc, get scored instantly)
• LLM-generated automation playbooks from workflow patterns
• Conversational ops assistant sidebar

🔭 Phase 4 — Multi-Agent Expansion (Vision)

• Dedicated agents per department (Engineering, HR, Finance, Support)
• Cross-departmental bottleneck correlation
• Autonomous SOP rewriting with human approval workflow
• Integration connectors: Jira, Notion, Slack, Linear

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📂 Full Folder Structure

AI-Operations-Manager-Agent/
│
├── src/
│   ├── components/
│   │   ├── SOPAnalysis.tsx       # SOP audit engine component
│   │   ├── WorkflowMonitor.tsx   # Real-time stream surveillance component
│   │   └── Settings.tsx          # Platform settings component
│   ├── App.tsx                   # Root application shell & navigation
│   ├── index.css                 # Global styles & design system tokens
│   └── main.tsx                  # React DOM entry point
│
├── public/                       # Static assets served at root
├── index.html                    # HTML entry point
├── netlify.toml                  # Netlify deployment configuration
├── tailwind.config.js            # Tailwind theme extension
├── tsconfig.json                 # TypeScript compiler options
├── vite.config.ts                # Vite build configuration
└── package.json                  # Dependencies & npm scripts

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🤝 Contributing

Contributions are welcome. To contribute:

1. Fork the repository
2. Create a feature branch:

   git checkout -b feature/your-feature-name

3. Commit your changes using Conventional Commits:

   git commit -m "feat: add natural language SOP parser"

4. Push to your fork:

   git push origin feature/your-feature-name

5. Open a Pull Request with a clear description of the change and its impact

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📄 License

Distributed under the MIT License. See LICENSE for full details.

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Built to turn passive dashboards into autonomous intelligence.

If OpsManager changed how you think about operations, consider starring ⭐ the repo.

Developed with ❤️ by Ismail