Use case of Gen AI in ServiceNow for cost reduction

[vishnuvardh2795]

Hi Team,
Could you please share one practical use case of Generative AI in ServiceNow that helps reduce manual effort and operational costs? It would be helpful if the example also highlights innovative thinking and measurable business impact.

Looking forward to your insights.

Thanks & Regards,
Vishnu Reddy

[its_SumitNow · Accepted solution]

Hi @vishnuvardh2795 

Here's a practical use case that demonstrates strong ROI and innovation:

Automated Incident Resolution with GenAI Virtual Agent

The Scenario: A large enterprise IT service desk receives 5,000+ incidents monthly, with 40% being repetitive issues (password resets, access requests, VPN troubleshooting, application errors). Level 1 agents spend significant time on these routine tickets.

The GenAI Solution: Implement ServiceNow's Now Assist for Virtual Agent with generative AI capabilities that:

• Understands natural language queries from employees (not just keywords)
• Automatically searches the knowledge base, past incidents, and resolution patterns
• Generates contextual, conversational responses with step-by-step troubleshooting
• Creates, updates, or resolves tickets autonomously when appropriate
• Escalates to human agents only when needed, with full context and initial triage completed

Measurable Impact:

• 60% reduction in Level 1 agent workload for routine incidents
• Average resolution time decreased from 4 hours to 8 minutes for common issues
• Cost savings: ~$180K annually (assuming $30/hour agent cost, 2,000 incidents/month automated)
• Employee satisfaction increased by 25% due to instant resolutions
• Agent productivity: L1 agents redeployed to complex problem-solving and proactive initiatives

Innovation Element: The GenAI learns from resolution patterns and continuously improves responses. It doesn't just match keywords—it understands intent, context, and can even draft custom instructions based on the user's role, location, and system configuration.

This use case is already being implemented by organizations and shows clear ROI within 3-6 months.

Best regards

Sumit

[SohamTipnis · Accepted solution]

Hi @vishnuvardh2795,

Here is a use case that I found. 

Accelerate Employee Onboarding

"Help new hires ramp up faster. ServiceNow AI Agents automate onboarding steps—from account setup and provisioning to orientation and training—while coordinating across HR, IT, and managers. Employees get a single place to complete tasks, and HR and managers spend far less time on manual follow-up."

Let me know if this helps you.

If you find my answer useful, please mark it as Helpful and Correct ‌😊

Regards,
Soham Tipnis
ServiceNow Developer ||  Technical Consultant
LinkedIn: www.linkedin.com/in/sohamtipnis10

[Tanushree Maiti]

Please refer this links, see if it helps you:

Top 12 Use Cases of Gen AI in ServiceNow Service Desk | KANINI

Solved: What are the use cases of generativeAI in ServiceN... - ServiceNow Community

[its_SumitNow · Accepted solution]

Hi @vishnuvardh2795 

Here's a practical use case that demonstrates strong ROI and innovation:

Automated Incident Resolution with GenAI Virtual Agent

The Scenario: A large enterprise IT service desk receives 5,000+ incidents monthly, with 40% being repetitive issues (password resets, access requests, VPN troubleshooting, application errors). Level 1 agents spend significant time on these routine tickets.

The GenAI Solution: Implement ServiceNow's Now Assist for Virtual Agent with generative AI capabilities that:

• Understands natural language queries from employees (not just keywords)
• Automatically searches the knowledge base, past incidents, and resolution patterns
• Generates contextual, conversational responses with step-by-step troubleshooting
• Creates, updates, or resolves tickets autonomously when appropriate
• Escalates to human agents only when needed, with full context and initial triage completed

Measurable Impact:

• 60% reduction in Level 1 agent workload for routine incidents
• Average resolution time decreased from 4 hours to 8 minutes for common issues
• Cost savings: ~$180K annually (assuming $30/hour agent cost, 2,000 incidents/month automated)
• Employee satisfaction increased by 25% due to instant resolutions
• Agent productivity: L1 agents redeployed to complex problem-solving and proactive initiatives

Innovation Element: The GenAI learns from resolution patterns and continuously improves responses. It doesn't just match keywords—it understands intent, context, and can even draft custom instructions based on the user's role, location, and system configuration.

This use case is already being implemented by organizations and shows clear ROI within 3-6 months.

Best regards

Sumit

[SohamTipnis · Accepted solution]

Hi @vishnuvardh2795,

Here is a use case that I found. 

Accelerate Employee Onboarding

"Help new hires ramp up faster. ServiceNow AI Agents automate onboarding steps—from account setup and provisioning to orientation and training—while coordinating across HR, IT, and managers. Employees get a single place to complete tasks, and HR and managers spend far less time on manual follow-up."

Let me know if this helps you.

If you find my answer useful, please mark it as Helpful and Correct ‌😊

Regards,
Soham Tipnis
ServiceNow Developer ||  Technical Consultant
LinkedIn: www.linkedin.com/in/sohamtipnis10

[vishnuvardh2795]

Hi SohamTipnis,
Can you give a elaborate solution for the above case

[SohamTipnis · Accepted solution]

Hello @vishnuvardh2795, you can refer to this link; this will give you more clarity on your doubts and help you with your GenAI journey:

https://www.servicenow.com/ai/use-cases.html

All the best, buddy👍, and thanks a lot for accepting the solution; this helps me a lot to keep on going. 😊