GenAI Observer
Assess, monitor, and improve AI-driven outputs across ServiceNow
An advanced generative AI analytics accelerator that empowers organizations to evaluate and enhance AI effectiveness across Virtual Agent, AI Search, summaries, and workflows with intelligent scoring and continuous monitoring.
What is the GenAI Observer
GenAI Observer gives teams visibility into GenAI usage and performance on ServiceNow-helping monitor behavior, understand trends, and identify optimization opportunities.
Visibility into GenAI usage and performance
Behavior and trend monitoring
Optimization opportunities
Platform-wide GenAI insights
Data-driven improvement
How GenAI Observer works
Gather incident details, get accurate LLM-driven resolution steps, and maintain context across the conversation.
Collect
Gather GenAI usage and performance data
Analyze
Understand behavior and trends
Insight
Identify optimization opportunities
Act
Apply improvements and track impact
GenAI Observer Key Features
Prompt Engineering Evaluation
Score and optimize prompts with actionable feedback.
GenAI Model Evaluation
Compare performance across models, datasets, or use cases to ensure scalable results.
Monitoring Dashboard
Continuous oversight of GenAI output quality and trends over time.
Feedback Automation
Automate thumbs-up/down quality feedback from users to refine AI effectiveness.
KB Hygiene Scoring
Identify knowledge base articles needing updates and score them for relevance.
GenAI Observer Benefits
Accelerated AI Insight Delivery
Gain fast insights into GenAI performance without building custom analytics tools.
Improved Quality & Accuracy
Proactively surface improvement opportunities in summaries, search, and prompt design.
Reduced Manual Oversight
Let GenAI Observer automate evaluation and recommendation for your AI assets.
Better Decision Support
Equip teams with analytics on AI behavior for smarter tuning and strategy decisions.
Stronger ROI on GenAI Investments
Monitor effectiveness and iterate faster for tangible business impact.
GenAI Observer FAQs
GenAI Observer is an AI assessment and monitoring app that evaluates GenAI outputs across your ServiceNow environment — helping you improve quality and consistency.
It works across Virtual Agent, AI Search, Now Assist summaries, and ServiceNow workflow outputs.
GenAI capabilities and compatible ServiceNow releases are required, but no additional paid modules are needed for core functionality.
Yes — metrics and scoring logic can be tailored to your organization's standards.
GenAI Observer is available for free download from the ServiceNow Store, subject to ServiceNow platform eligibility and any custom table licensing.
Unlock AI transparency and actionable insightsfor your ServiceNow GenAI experience.
Install GenAI Observer today to monitor, score, and optimize your AI outputs — and elevate performance across Virtual Agent, Search, and knowledge workflows.