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
Talk to Your Infrastructure
Ask about security risks, cost spikes, compliance gaps, or architecture health in plain English. Get answers your team can act on immediately.