Manual triage and reactive operations can't scale
ServiceNow Predictive Intelligence applies machine learning to operational data — automatically categorising, routing, and prioritising work based on patterns learned from historical records. Rather than relying on manual triage rules that become outdated, ML models continuously improve as they process more data. Pulsar implements Predictive Intelligence across ITSM, HR, and security workflows, training models on your historical data and configuring them to drive automated routing, priority prediction, and similarity-based recommendations. The result is faster resolution, reduced misrouting, and proactive identification of emerging patterns.
AI & Data Analytics
The foundation accelerator powering intelligent automation, predictive insights, and data-driven decisions across every practice.
What you can expect
Automated incident categorisation and routing reducing manual triage effort and misrouting rates
Priority prediction based on historical patterns ensuring critical issues get immediate attention
Similar record recommendations helping agents resolve issues faster using proven solutions
Demand forecasting identifying workload trends for proactive capacity planning
Continuous model improvement as ML algorithms learn from every new record processed
Reduced mean time to resolution across enabled workflows through intelligent automation
From first assessment to full velocity
Assess
Assess historical data quality and volume across target modules to validate ML model viability.
Foundation
Train initial models on historical data for categorisation, routing, and priority prediction.
Enhance
Deploy models in shadow mode, validate accuracy, and tune before enabling automated actions.
Optimise
Enable full automation with outcome monitoring, model retraining schedules, and expansion to additional use cases.
Related capabilities
Bring Predictive Intelligence to your platform
We'll show you exactly what good looks like — with the people who've delivered it before.