Deploying and monitoring the skill
reference brazil Updated Sep 10, 2026 1 min read deploying-and-monitoring.md
After you evaluate the prompt, you can deploy the custom skill and monitor its effectiveness.
AI Skill Kit deployment and monitoring
Build and evaluate the skill in a non-production instance. After you’re satisfied with the final performance evaluation on a batch of test data in the non-production instance, you can begin to move a skill toward deployment.
- Identify where the skill should be available to end users. Configure the deployment settings accordingly.
- Perform end-to-end user testing in the non-production instance with different users and inputs.
- After the results are acceptable, deploy the skill to the production instance.
- Monitor the skill.
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--- title: Deploying and monitoring the skill description: After you evaluate the prompt, you can deploy the custom skill and monitor its effectiveness. locale: en-US canonical_url: https://www.servicenow.com/docs/r/intelligent-experiences/now-assist-skill-kit/deploying-and-monitoring.html release: brazil product: Now Assist Skill Kit classification: now-assist-skill-kit topic_type: reference last_updated: "2026-09-10" reading_time_minutes: 1 breadcrumb: [General guidelines for AI Skill Kit, Exploring AI Skill Kit, AI Skill Kit, Generative AI skills, Enable AI Experiences] --- # Deploying and monitoring the skill After you evaluate the prompt, you can deploy the custom skill and monitor its effectiveness. ## AI Skill Kit deployment and monitoring Build and evaluate the skill in a non-production instance. After you’re satisfied with the final performance evaluation on a batch of test data in the non-production instance, you can begin to move a skill toward deployment. 1. Identify where the skill should be available to end users. Configure the deployment settings accordingly. 2. Perform end-to-end user testing in the non-production instance with different users and inputs. 3. After the results are acceptable, deploy the skill to the production instance. 4. Monitor the skill.
| title | Deploying and monitoring the skill |
| description | After you evaluate the prompt, you can deploy the custom skill and monitor its effectiveness. |
| locale | en-US |
| canonical_url | https://www.servicenow.com/docs/r/intelligent-experiences/now-assist-skill-kit/deploying-and-monitoring.html |
| release | brazil |
| product | Now Assist Skill Kit |
| classification | now-assist-skill-kit |
| topic_type | reference |
| last_updated | 2026-09-10 |
| reading_time_minutes | 1 |
| breadcrumb | General guidelines for AI Skill KitExploring AI Skill KitAI Skill KitGenerative AI skillsEnable AI Experiences |