01
Attendance risk
Spot cohorts or learners showing meaningful attendance deterioration.
PULSE ANALYTICSINSIGHTS
From signals to recommended attention.
Pulse Insights is the deeper intelligence layer of Pulse Analytics—designed to help leaders move from “what changed?” toward “what deserves attention next?”.
PRINCIPAL VIEW
3 HIGHToday’s priority signals
Grade 8 attendanceDown 6% across the last two weeks
ReviewScience performanceTwo sections showing sustained improvement
PositiveParent engagementResponse rate increased after reminders
WatchSuggested next step: review attendance by section and compare late-arrival patterns.
SIGNAL LAYER
Bring attention to the patterns that matter.
Insights should reduce noise by helping users focus on movement, exceptions and trends that warrant review.
02
Academic movement
Highlight improving or declining performance across classes, subjects and periods.
03
Engagement change
Surface shifts in participation, response or interaction patterns where data exists.
04
Operational exceptions
Bring unusual workflow or service patterns to management attention.
HOW INSIGHTS HELPS
A clearer path from signal to action.
Instead of leaving users with a dashboard full of indicators, Insights can organise the decision workflow around a few meaningful stages.
Identify
Detect movement, exceptions or noteworthy changes.
Explain
Add the context needed to understand what the signal represents.
Prioritise
Help users distinguish urgent attention from normal variation.
Act
Guide the user toward review, follow-up or a connected Pulse workflow.
DECISION CONTEXT
Different roles need different signals.
The same underlying data can support different decisions depending on responsibility and scope.
Management
Institution health, campus comparison, operational exceptions and strategic movement.
Principal / HOD
Academic, attendance and cohort signals that may need follow-up or intervention.
Teachers
Class and learner patterns that can inform support, revision and classroom planning.
Student / Parent views
Role-appropriate progress and engagement context where enabled by the institution.
CONNECTED INTELLIGENCE
Insights extends Pulse Analytics.
Use Analytics to explore the data and Insights to organise attention around the signals that may require action.
PULSE INSIGHTS
Help leaders focus on what deserves attention next.
Move from dashboards to prioritised signals and clearer decision context.