PrizmikAca 
PrizmikWeb 
PrizmikFunc 
PrizmikApi 
PrizmikSwa 
PrizmikSuite
Both Azure Portal and Prizmik ship with AI assistants. But they work very differently. Here's a fair comparison of what each can and can't do.
The fundamental difference
Azure Copilot is a conversational assistant that answers questions about Azure and suggests CLI commands for you to copy-paste into a terminal.
Prizmik AI is an agentic assistant with 60+ tools that can read your resources, analyze logs, run KQL queries, and execute management operations directly — with your confirmation before any mutation.
In short: one suggests, the other acts.
Side-by-side comparison
| Azure Copilot | Prizmik AI | |
|---|---|---|
| LLM providers | Microsoft only | 6 providers (OpenAI, Anthropic, Google, Mistral, DeepSeek, Cohere) |
| Execute actions | No — suggests CLI commands | Yes — 60+ tools with batch confirmation |
| KQL queries | Cannot write or run KQL | Writes, injects, and runs KQL in Logs panel |
| MCP server | No | Yes — connect from VS Code, Windsurf, Cursor |
| One-click analysis | No | AI Prompt Buttons in Command Palette |
| Context awareness | Portal-wide | Selected resource, panel, subscription, errors |
| Cost | Included with Azure | Bring your own API key (included in free edition) |
Example: "Update my scaling rules"
Azure Copilot
You ask: "Update the min replicas to 3 for my Container App." Copilot responds with a suggested az containerapp update command. You copy it, open a terminal, paste it, fill in parameters, and run it. Then you go back to the Portal to verify it worked.
Prizmik AI
You ask the same question. The AI calls its update-scale-rule tool, shows you what it's about to change, and asks for confirmation. You click "Approve." The change is applied. The AI verifies the result and reports back — all in the same chat panel.
Example: "Why is my Function App slow?"
Azure Copilot
Copilot gives general troubleshooting advice: check Application Insights, look for cold starts, review your hosting plan. Useful guidance, but you still need to go to the right blades and run the queries yourself.
Prizmik AI
The AI runs KQL queries against your Application Insights, analyzes cold start patterns, checks your hosting plan configuration, and presents a diagnosis with specific data: "Your Function App had 47 cold starts in the last hour, averaging 3.2 seconds. Your Consumption plan has no always-ready instances. Consider switching to Flex Consumption or setting a minimum instance count."
AI Prompt Buttons
Prizmik has one-click AI Prompt Buttons in the Command Palette for common analysis tasks:
- Bottleneck Analysis — analyzes scaling, response times, and resource utilization
- Cold Start Diagnosis — checks cold start frequency and suggests mitigations
- OpenAPI Generation — generates OpenAPI specs from your API definitions
- Advisor — provides optimization recommendations for your resource
These aren't chat prompts — they trigger multi-step agentic workflows that use the AI's tools to gather data and produce actionable insights.
Where Azure Copilot wins
To be fair, Azure Copilot has advantages:
- Breadth. It covers all Azure services, not just five PaaS services.
- No API key needed. It's included with your Azure subscription.
- Microsoft-backed. It has deep integration with Azure documentation and resource graph.
The bottom line
If you need an AI that answers questions about Azure across all services, Azure Copilot is solid. If you need an AI that takes action on your five most-used PaaS services — with real tools, real execution, and real context — Prizmik AI is in a different category.