Building the MVP for an
AI-driven student analytics platform

UI/UX Design

Data Visualization Design

MVP Design

AI Startup | Fundraising Round

|

USA

Deliverables

Desktop Web App

High-Fidelity Interactive Prototype

Design System

Team

Data Visualization Designer

1 Stakeholder (Founder)

Team of Developers

Industry

AI

EdTech

SaaS

Pivotal Patterns is building an AI-powered platform to identify and address student risk factors earlier and more effectively than current solutions. Its edge lies in a holistic, data-driven approach that integrates real-time information and facilitates collaboration across schools, families, and healthcare providers.

Objective

Teachers, child associates, therapists and parents of pre-K to 8th grade children simply don’t have a comprehensive set of data available to identify early childhood issues, suggest intervention efforts, track those efforts and evaluate progress. There are just too many disparate tools - student information systems to track attendance and academic performance, social emotional learning (SEL) systems to identify and track those issues and healthcare information systems that store electronic medical records. Those tools that are available have become bloated with features that aren’t widely used and have large price tags. 

Challenge

To create a system that actively monitors and addresses student risk factors early on in their schooling. This is an innovative product that does not have many competitors, so all established paradigms will be new

Solution

To create a modern, seamless UI that is easy to use for both technical and non-technical users.


  1. Real-Time Data Integration: Combines school systems, SEL assessments, and health records into a unified view.

  2. Predictive Analytics: Leverages AI to spot early indicators of academic, behavioral, or emotional risk.

  3. Machine Learning Risk Scoring: Provides actionable insights on students most in need of support.

  4. Multi-Stakeholder Collaboration: Creates a secure bridge for educators, parents, and providers to work together seamlessly.

  5. Personalized Intervention Plans: Delivers adaptive, real-time strategies tailored to each student’s needs.

SERVICE

MVP Launch Kit

Getting Started

The Founder for this project created simple wireframes to depict what he was envisioning for the platform. He also created a Google doc that contained all of the specs for the features we wanted to begin with.

Group Report

The biggest issue was the Dashboard's navigation. So I started there. I restructured the Information Architecture and introduced a story-telling paradigm for the data.

Student Assessment

The biggest issue was the Dashboard's navigation. So I started there. I restructured the Information Architecture and introduced a story-telling paradigm for the data.

Subscale Report

The biggest issue was the Dashboard's navigation. So I started there. I restructured the Information Architecture and introduced a story-telling paradigm for the data.

Mental Health Professional Dashboard

The biggest issue was the Dashboard's navigation. So I started there. I restructured the Information Architecture and introduced a story-telling paradigm for the data.

Program Enrollment

The biggest issue was the Dashboard's navigation. So I started there. I restructured the Information Architecture and introduced a story-telling paradigm for the data.

"Alyssa at Daas Design did an outstanding job developing the UX/UI for our new B2B startup. She took the time to truly understand our mission and functionality needs before diving in. And then she worked very collaboratively with us along the way. The final product is fabulous!"

Student Headshot

Jim L.

Founder

I'd love to see if we're a match made in design heaven ✨ (we are)

Let's work together!

alyssadurante

Helping AI companies turn ideas into industry-leading products ✨

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© 2025 Alyssa Durante

All Rights reserved.

alyssadurante

Helping AI companies turn ideas into industry-leading products ✨

Social Icon
Social Icon
Social Icon
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© 2025 Alyssa Durante

All Rights reserved.

alyssadurante

Helping AI companies turn ideas into industry-leading products ✨

Social Icon
Social Icon
Social Icon
Social Icon

© 2025 Alyssa Durante

All Rights reserved.