saas-user-resolution

You can identify unused SaaS licenses in ServiceNow Software Asset Management by analyzing user activity data from the samp_saas_user table to flag inactive, dormant, and orphaned users. This process reconciles active records against actual usage to reveal misprovisioned access and waste.

SaaS license reconciliation compares active and dormant user records against provisioned subscriptions to detect duplicates and right-size license tiers. By analyzing usage analytics and renewal timelines, it generates actionable recommendations with cost impact estimates to reduce subscription overspend.

To detect duplicate SaaS provisioning, the Skill cross-references data between the samp_saas_subscription and samp_saas_user tables. This identifies users with overlapping access across multiple SaaS products and recomputes actual license requirements to eliminate redundant spend.

Yes, this approach works directly with ServiceNow Software Asset Management contexts. It retrieves data specifically from samp_saas_subscription, samp_saas_user, and related tables to analyze usage patterns and handle subscriptions, active users, duplicates, and optimization opportunities.

Yes, you can generate cost-savings recommendations by applying usage analytics to current subscription data. The Skill proposes license-tier right-sizing and highlights optimization opportunities based on actual usage patterns and upcoming renewal timelines to estimate financial impact.

The best way to right-size SaaS license tiers is to analyze dormant and inactive user data alongside renewal timelines. This approach identifies downgrading opportunities by matching actual usage analytics to the correct license tiers, producing reconciliation reports with estimated cost savings.