
REASON
Your instinct is right – AI should be doing this.
REASON thinks deep, just like your best engineers. It reasons, triages incidents and turns alerts into actionable remediation.
REASON Latest Updates:
- Commander (Natural Language Operations)
- Enables operators to run health checks, apply configurations, or deploy patches using natural language prompts.
- Change Advisor (Pre-Execution Risk Analysis)
- Identifies and uncovers potential operational risks before execution.
How REASON Works?
Reason and Diagnose
Tree of Thought Deep Reasoning
When an incident triggers, REASON applies multi-step reasoning by decomposing the problem into verifiable hypotheses, cross-validating evidence, and working through incomplete or multi-variable scenarios the way your best engineer would.


Alert and Resolve
From Alert to Actionable Remediation
Designed to systematise the troubleshooting thought process of senior engineers, REASON takes the lead in alert intake through reasoning, enriches event context, and writes actionable response recommendations into tickets.
Independent and Scalable
GPU & LLM Agnostic Architecture
REASON supports your independency when it comes to LLM and GPU strategies: you can swap language models freely as the AI market evolves and start with minimal hardware and only scale GPU capacity when needed. No vendor lock-in at any layer.


Learn and Self-Improve
Event Incident Makes It Smarter
Through a continuous human feedback loop, REASON captures engineer corrections and confirmations. REASON turns your team’s expertise into standardized knowledge: similar incidents are resolved faster, more consistent and more accurate as time goes.
On-Prem and Full Control
Minimum Disruption Onboarding
REASON can be plugged in directly into your existing alerting platforms and workflows. No need for data migration, workflow restructure or model training. REASON can stay on-prem, so your data never leaves your environment and you have full governance.

book a demo today.