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  • Welcome to Firefly Documentation
  • Introduction
    • What is Firefly?
    • Who is Firefly for?
    • Why use Firefly?
    • Terminology (Glossary)
  • Key Features
    • Infrastructure-as-Code Automation
    • Cloud Asset Inventory
    • Drift Detection & Remediation
    • Policy-as-Code for Compliance & Governance
    • Cost Visibility & Optimization
    • AI Assistant
    • ChatOps Integration
  • Getting Started
    • Account Setup & Onboarding
    • Connecting Additional Integrations
    • UI Walkthrough & Navigation
    • First Steps in Firefly
  • Detailed Guides
    • Dashboard Overview
    • Cloud Asset Inventory
      • Remediating Drifts
      • Deleting Assets
      • Creating IaC-Ignore Rules
      • Creating Exclude-Drift Rules
    • Policy & Governance
      • Creating Policy-as-Code Governance Rules
      • Remediating Policy Violations
    • Workflows & Guardrails
      • Creating Workflows
      • Creating Guardrail Rules
    • Codification
    • Self-Service
    • IaC Explorer
    • Event Center
    • Backup and Disaster Recovery
    • Notifications
    • User Management
    • SSO Configuration
  • Integrations
    • Integrations Overview
    • Integrating Data Sources
      • AWS
      • Azure
      • Google Cloud
      • Kubernetes
      • Akamai
      • Datadog
      • New Relic
      • Okta
      • GitHub
      • Cloudflare
      • NS1
      • PagerDuty
      • MongoDB Atlas
      • HashiCorp Vault
    • Integrating IaC Remote State
      • Terraform Cloud
      • Google Cloud Storage
      • env0
      • HashiCorp Consul
      • Firefly States Redactor
    • Integrating Version Control
      • GitHub
      • GitLab
      • Azure DevOps
      • CodeCommit
      • Bitbucket
    • Integrating Notifications
      • Slack
      • Microsoft Teams
      • PagerDuty
      • Opsgenie
      • Torq
      • Webex
      • Google Chat
      • Webhook
    • Integrating Project Management
      • Jira
      • ServiceNow
    • Integrating Workflows with CI/CD
    • Integrating Backstage
    • Integrating MCP
  • Use Cases & Best Practices
    • Cloud Governance & Visibility
    • Cost Optimization Strategies
    • Compliance and Security Best Practices
    • Infrastructure Automation & Self-Service
    • Best Practices and Implementation Tips
  • Analytics & Reporting
    • Analytics Dashboard Overview
    • Using Analytics for Improvement
    • Exporting and Sharing Reports
    • Analytics Security and Privacy
  • Code Snippets & Examples
    • Terraform Snippet for an AWS EC2 Instance (Codified via Firefly)
    • Example Rego Policy (OPA) for a Custom Rule
    • GitHub Actions Workflow YAML for Firefly Integration
    • JSON Output Example: Exporting Inventory
  • Troubleshooting & FAQs
    • Common Issues and Solutions
    • FAQs
  • General Information
    • Firefly API
      • Authentication
      • Inventory
      • Codification
      • Workflows
      • Self-Service
      • Policy & Governance
      • IaC Explorer
      • Event Center
      • Backup & Disaster Recovery
      • Notifications
      • Integrations
      • Identity & Access Management
    • Security & Compliance
    • Pricing Tiers & Add-ons
    • Contacting Support
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On this page
  • Natural Language Queries
  • Example Queries
  • Remediation

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  1. Key Features

AI Assistant

PreviousCost Visibility & OptimizationNextChatOps Integration

Last updated 9 days ago

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Firefly incorporates an AI Assistant, affectionately called your "Thinkerbell AI," which brings conversational intelligence to cloud management and automation. This feature allows you to interact with your cloud infrastructure using natural language queries and remediate issues with a single click.

Natural Language Queries

The AI Assistant allows you to ask questions in plain English about your cloud and get instant answers. This is incredibly useful for quick insights or troubleshooting without digging through consoles and dashboards. The AI is context-aware, it knows about your cloud inventory, configurations, and even recent events. Check out the for more details on how to use the AI Assistant in your IDE.

Example Queries

You can ask questions like:

  • "How many EC2 instances do we have running in region us-west-2?"

  • "Which IAM users do not have MFA enabled?"

  • "Do we have any unmanaged S3 buckets with public access?"

The assistant will parse your question, run the necessary searches or analysis in Firefly, and respond with a concise answer.

Remediation

The AI Assistant can also suggest remediation steps for different issues detected by Firefly, such as Governance policy violations, Workflows Guardrails violations, etc.

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