AI in AstraOps

1. Ask and Build

AI-Powered Architecture Builder

Skip the drag-and-drop. Just describe your idea — and watch AstraOps bring it to life.

How It Works

Step 1: Describe Your Vision Simply tell the AI what you want to build in plain English.

Step 2: AI Takes Over The AI automatically handles all the complex decisions:

1. Auto-select the right services

   • Choose optimal cloud components
   • Match services to your requirements
   • Consider cost and performance

2. Structure your design

   • Compute - Application servers with autoscaling
   • Storage - Appropriate storage solutions
   • Networking - VPC, subnets, load balancers
   • Security - Security groups and IAM roles

3. Generate a clean, visual IAD instantly

   • Professional architecture diagram
   • Properly connected components
   • Production-ready configuration

Step 3: You Get Results

Why This Is Powerful

• Contextual Understanding - AI understands cloud terminology and best practices
• Instant Results - Get designs in seconds instead of hours
• Best Practices Built-in - AI follows cloud architecture patterns
• Fully Customizable - Use as a starting point and refine

2. Astra Fin Agent - Intelligent Cloud Finance Management

The Challenge

In today's fast-moving cloud world, managing costs across AWS and Azure has become more complex than ever.

Teams struggle with:

• Scattered cost data across multiple dashboards
• Complex billing reports that are hard to interpret
• Lack of real-time visibility into spending patterns
• Difficulty comparing costs across different cloud providers

That's where AstraOps steps in.

The Solution

Introducing Astra Fin agent — your intelligent cloud finance companion, built right inside the AstraOps platform.

Through a simple chat interface, teams can instantly understand:

• How much they're spending
• Where their money is going
• How to optimize their cloud costs
• Across both AWS and Azure

Why It Matters

With Astra-Fin Agent, DevOps and Business teams no longer need to dig through multiple reports or dashboards.

They can:

• Control their cloud budgets
• Compare costs across platforms
• Plan future spending
• All through a simple, conversational experience powered by AI

Real-Time Intelligence

Astra Fin connects directly to your cloud accounts, analyzes real-time cost data, and delivers precise insights in seconds.

You can instantly:

• See which services are consuming more budget
• Set proactive alerts to stay within your limits
• Get recommendations for cost optimization
• Track spending trends and patterns

Key Features:

How It Works

Getting started with Astra Fin is simple:

1. Connect Your Accounts

   • Link your AWS and Azure accounts securely
   • One-time setup with enterprise-grade security

2. Ask Questions

   • Give me the total cost for last month.
   • Give me the NAT gateway and Azure Firewall cost in July month.
   • Give me the service wise cost for june month.
   • which service I spent most in july month ?
   • Compare the cost between august and October month.

3. Get Insights

   • Receive instant, AI-powered cost analysis
   • Get personalized recommendations
   • Understand spending patterns and trends

4. Take Action

   • Implement optimizations based on intelligent suggestions
   • Set up automated alerts and budgets
   • Track improvements over time

Universal Platform

Whether you're a cloud architect, or part of a DevOps team — Astra Fin brings everyone onto a single platform of truth.

With Astra Fin, your entire cloud cost story becomes:

• Transparent - Everyone sees the same data
• Easy to manage - Simple chat interface
• Unified - All from one intelligent platform

3. You Stay in Control

Editable and Flexible Designs

AI gives you a head start — but you're the architect.

Your Control Options

What You Can Do

1. Tweak the Design

• Drag and drop components to reorganize
• Add or remove services
• Modify connections and relationships
• Change configurations and settings

2. Accept or Ignore Suggestions

• Review AI recommendations
• Apply what makes sense
• Dismiss suggestions that don't fit
• Request alternative options

3. Blend Automation with Expertise

• Use AI for the foundation
• Apply your domain knowledge
• Customize for specific requirements
• Maintain your architectural standards

Best Practices

• Start with AI - Let AI create the foundation
• Review Everything - Understand what AI generated
• Customize - Adapt to your specific needs