Ask Your Infrastructure Anything
Ask questions about your AWS infrastructure in plain English. Get real-time answers backed by live data, with action buttons to fix issues directly from the chat.
Real-Time
Live Data Answers
< 5s
Response Time
Plain English
Natural Language Input
One-Click
Fix From Chat
Real-Time Infrastructure Intelligence
The AI assistant is not a generic chatbot. It queries your live infrastructure data in real time, providing accurate answers based on your actual AWS environment rather than generic documentation.
- Infrastructure health: your overall health score with contributing factors and improvement priorities
- Risk analysis: active architectural risks with severity levels and affected resources
- Failure simulation: "what breaks if this goes down?" for any resource in your infrastructure
- Cost analysis: spending trends, service breakdowns, and anomaly data from your cost reports
- Compliance status: framework scores and control-level pass/fail across all subscribed frameworks
- Resource search: find and inspect any resource in your infrastructure by type, region, or name
AI Assistant chat panel showing tool execution and infrastructure analysis
Real-Time Streaming Responses
Answers stream in real time with live status indicators showing what the AI is analysing -- "Checking security findings...", "Analysing cost trends...", "Evaluating compliance..." -- so you are never left waiting without visibility.
- Live streaming delivers answers word by word for immediate, responsive feedback
- Tool status indicators update in real time so you see the AI working through each step of a complex query
- Understands intent across 5 analysis modes -- cost, security, architecture, compliance, and infrastructure generation -- and loads the right context automatically
- Multi-turn conversations maintain context across questions for natural, follow-up dialogue
Chat streaming interface showing tool status indicator and live response output
Actions, Not Just Answers
The AI assistant does not just answer questions -- it embeds action buttons directly in its responses. Fix issues, run scans, simulate failures, or navigate to any page without leaving the chat.
- Fix a finding, run a scan, simulate a failure, or launch the Infrastructure Wizard -- directly from the conversation
- Navigate to any page in the platform without searching for it
- Every action is validated before execution for safety
- Follow-up questions suggested based on conversation context to guide deeper investigation
AI Assistant response with action buttons for remediation and navigation