AI Decision Support

Make Faster, Smarter Student Support Decisions with AI Decision Support

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Diverse group of smiling schoolchildren with backpacks raising their hands excitedly in a classroom hallway in front of a chalkboard.

Personalized Student Support at Scale

AI Decision Support, powered by Dhisha.ai, helps educators identify student needs earlier, understand the full picture behind performance challenges, and select the right interventions with confidence. By analyzing academic performance, attendance, behavior patterns, and wellbeing indicators, the platform delivers actionable insights that help MTSS teams move from reactive decisions to proactive support. Instead of grouping students into broad categories, AI Decision Support enables true individualized support—treating every student as a unique learner with different needs, strengths, and pathways to success.

AI Insights
Understand the Whole Child in Seconds

AI Decision Support analyzes multiple student data points to generate clear, easy-to-understand summaries that highlight risk factors, strengths, and emerging needs.

Key insights include:
● Academic performance trends
● Attendance patterns
● Behavior indicators
● Social-emotional wellbeing signals
● Historical intervention outcomes

This allows teams to quickly understand what is happening and why.

Classroom with students at desks labeled as exhibiting bullying behavior and internalizing behavior.
Circular risk gauge with a smiling girl in the center, showing sections labeled High Risk in red, Some Risk in orange, and Low Risk in green.
Intervention Intelligence
AI-Recommended Interventions That Fit Student Needs

Stop guessing which intervention might work. AI Decision Support recommends evidence-aligned interventions based on each student's academic, behavioral, and attendance profile.

Benefits include:
● Intervention recommendations based on real data
● Clear rationale for each recommendation
● Tier alignment for MTSS frameworks
● Faster decision making for support teams
● Reduced time spent researching options

Early Identification
Identify At-Risk Students Before Problems Escalate

AI continuously analyzes patterns across referrals, screening results, and performance data to help schools detect students who may need additional support earlier.

This helps schools:
● Detect risk patterns sooner
● Reduce intervention delays
● Improve student outcomes
● Support proactive MTSS workflows
● Prioritize students based on need

Flowchart showing teacher input and student input with parent consent leading to district, school, and individual reports that inform setting district priorities and small group and individual referrals.
Line graph tracking student progress from 2023 to 2026 with a highlighted profile photo for 2026 and a Submit Referral button below.
Decision Support
Turn Complex Data Into Clear Action Steps

AI Decision Support transforms complex datasets into clear recommendations and summaries so educators can focus on helping students instead of interpreting spreadsheets.

The platform helps teams:
● Quickly review student cases
● Understand contributing factors
● Align on intervention plans
● Document decision rationale
● Improve collaboration across teams

Personalization
Move Beyond One-Size-Fits-All Student Support

Unlike traditional MTSS tools that group students into static categories, AI Decision Support enables true N=1 personalization by modeling each learner as an individual with unique needs, strengths, and learning contexts.

This enables:
● More precise interventions
● Better student engagement
● Stronger outcomes
● More equitable support decisions

Flowchart showing teacher input and student input with parent consent leading to district, school, and individual reports that inform setting district priorities and small group and individual referrals.
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"Cascades has provided the District an efficient way to analyze key data to determine student support and intervention, caseload management, and system level efficacy allowing for nimble problem solving. The data analysis efficiency of Cascades results in more time for our staff to provide direct support for students!"

Dr. Adam Bayne Ph.D.

Superintendent, Holton Schools

"As a district leader, I've seen firsthand the transformative impact Cascades has had on our schools. It empowers our teams to proactively address student well-being, behavior, and academic performance. Its early detection capabilities enable us to identify students at risk and provide timely interventions that are both culturally responsive and contextually appropriate. Cascades doesn't just offer solutions; it guides us through a systematic process that leads to measurable outcomes. Thanks to Cascades, our district is better equipped to create a nurturing environment where every student can thrive."

Sephram Raymond

Director, Instructional & Interventional
Services, Holton Schools