AI in Nodinite
Ask questions. Get answers. Solve problems faster.
Nodinite brings AI to your integration monitoring—making complex data simple and troubleshooting instant.
Two powerful AI capabilities:
- AI Assistant — Ask "Which Finance integrations failed today?" and get instant answers
- AI Diagnostics — AI automatically scans logs and suggests fixes before you even notice problems
Your choice of AI:
- Local AI (OLLAMA) — Everything stays on your infrastructure (100% private)
- Cloud AI — Azure OpenAI or GitHub Models (fast setup, enterprise-ready)
- Your AI tool — Connect Claude Desktop, Cline, or any MCP-compatible tool
AI-powered insights directly in your Nodinite environment.
Why Use AI for Integration Monitoring?
The old way:
You spend 30 minutes digging through screens, logs, and documentation to find what you need.
With AI:
You ask a question and get an answer in 60 seconds. AI watches your logs 24/7 and tells you about problems before they impact users.
Real-World Example: Impact Analysis
Before: "If we take the Payment Gateway offline, what breaks?"
→ 45 minutes searching dependencies across multiple systems
With AI Assistant:
→ 60 seconds: "Show me all integrations that depend on Payment Gateway"
→ AI lists dependencies, suggests maintenance window, offers to visualize in Mapify
Time savings: 97%
Real-World Example: Faster Problem Resolution
Before:
Agent fails → Discovered 2-8 hours later → 30 minutes analyzing logs → Fix applied
With AI Diagnostics:
Agent fails → AI detects in 60 seconds → Root cause + fix shown immediately → 5 minutes to resolve
MTTR reduction: 95%
Choose Your AI Capability
AI Assistant — Ask Questions, Get Answers
What is it?
A chat interface where you ask questions about your integration landscape in plain English.
What can you ask?
- "Which Finance integrations failed today?"
- "Show me all dependencies for the Payment Gateway"
- "What Custom Metadata exists for SAP Orders?"
- "List all Services in the Healthcare domain"
Who should use it?
- Integration operators exploring the landscape
- Business analysts investigating issues
- Compliance teams generating reports
- Anyone who wants answers without learning query syntax
Get started with AI Assistant →
AI Diagnostics — Automatic Problem Detection
What is it?
AI that watches your monitoring agent logs 24/7, detects issues, and tells you what's wrong and how to fix it.
What does it do?
- Scans diagnostics logs continuously
- Detects errors and warnings automatically
- Explains root cause in plain language
- Suggests specific fixes
- Works while you sleep
Who should use it?
- Operations teams monitoring agents
- Integration experts managing production systems
- Anyone tired of manually checking logs
- Teams wanting to reduce incident response time
Get started with AI Diagnostics →
AI Privacy — You Choose Where Data Goes
Not sure about sending data to the cloud? Nodinite supports fully local AI.
| AI Provider | Your Data Goes | Setup | Best For |
|---|---|---|---|
| OLLAMA | Nowhere (stays local) | Medium | Sensitive data, compliance requirements |
| Azure OpenAI | Microsoft cloud | Easy | Enterprise cloud environments |
| GitHub Models | GitHub cloud | Easy | Developer teams |
Security note: Start with OLLAMA in test environments, then choose cloud AI if your policies allow.
Quick Start
Get AI Assistant Running (5 minutes)
- Open Nodinite Web Client
- Navigate to Administration → Settings → AI Assistant
- Choose your AI provider (OLLAMA or Azure OpenAI)
- Enter connection details
- Click the AI Assistant button in the navigation bar
- Ask: "Show me all Services"
Get AI Diagnostics Running (5 minutes)
- Open your Monitoring Agent configuration (Logic Apps, Message Queuing, etc.)
- Go to the AI Diagnostics tab
- Enable AI Diagnostics
- Choose your AI provider
- Set scan interval (recommended: 900 seconds)
- Save—AI starts monitoring automatically
Common Questions
Q: Does AI cost extra?
A: Nodinite AI features are included. OLLAMA is free (you host it). Cloud AI providers charge for API calls—check their pricing.
Q: Is my data safe?
A: Yes. With OLLAMA, data never leaves your infrastructure. With cloud AI, only query text is sent (never your full database). Choose what fits your security requirements.
Q: Can AI change my configuration?
A: No—current AI features are read-only or insight-only. AI can analyze and suggest, but cannot modify your Nodinite setup.
Q: What AI models work with Nodinite?
A: OLLAMA (phi3, llama2, etc.), Azure OpenAI (gpt-4o, gpt-3.5-turbo), GitHub Models, or any MCP-compatible AI client.
Q: Can I try AI without cloud services?
A: Yes! Install OLLAMA locally and use it with Nodinite. Everything stays on your infrastructure.
What You'll Save
Time Savings Example
Integration operator at mid-sized company:
- 100 incidents/month
- Before AI: 30 min investigation each = 50 hours/month
- With AI: 5 min investigation each = 8.3 hours/month
- Savings: 41.7 hours/month
At $75/hour = $3,125/month ($37,500/year)
Add self-service queries, faster compliance reporting, and reduced escalations:
Estimated ROI: $50,000-$75,000/year
Tips for Success
For AI Assistant:
- Be specific: "Show me failed SAP integrations today" beats "Show me failures"
- Use business terms: AI understands Domains, Services, and Custom Metadata
- Ask follow-up questions: AI remembers context
For AI Diagnostics:
- Start with 900-second scan interval (15 minutes)
- Use temperature 0.2 for focused diagnostics
- Verify suggestions before applying fixes
- Monitor API costs if using cloud AI
Next Steps
Ready to get started? Pick your AI capability:
- AI Assistant — Query your integration landscape with natural language
- AI Diagnostics — Autonomous log analysis and problem detection
Need help choosing? Contact Support
Related Topics
- Mapify — Visual dependency graphs complement AI text queries
- Roles — Control AI access with role-based security
- Log Audits — Track all AI queries and data access