BrightBytes provides the following types of data analytics
Descriptive Analytics
Where are you now?
What does the current state of your organization look like?
Diagnostic Analytics
How did you get there?
Why did this occur?
Predictive Analytics
Where are you headed next?
What might happen next?
A Leader In Predictive Analytics
Not all predictive analytics are created alike. Our comprehensive approach to creating highly accurate predictive models enables you to identify and support the needs of all students.
BrightBytes Predictive Models Are:
Trained on localized data to capture factors that impact learning
Validated by leading research organizations (e.g., AIR)
Evaluated on accuracy, precision, and recall (AUC)
Based on the context of the user’s role
Centered on actionable factors that allow for easy interpretation
Some Of Our Partners:
The BrightBytes Early Warning Solution predictive models are localized to ensure your students’ risk predictions are generated based on historical data from your district, resulting in highly predictive model outputs for students as early as first grade. The benefit of using the BrightBytes Platform is that the system assesses your district’s localized-model fit, and if there is not enough historical data to accurately determine which students are at risk or there are too many holes at any or all grade levels, BrightBytes can apply a novel alternative modeling technique to fill in the gaps where needed.
If all you have is your own district’s data to work with, the limitations introduced when data are sparse or not clean can hinder your ability to leverage the predictions to help those students in need of interventions. When using the BrightBytes predictive models, get not only state-of-the-art predictive accuracy but also the assurance of being research-informed by organizations and individuals with decades of experience in this domain who work closely alongside the BrightsBytes research team.”
Ryan Baker
Associate Professor
Penn Grad School of Education
A 360° View
Obtain a 360-degree view of qualitative and quantitative factors that impact the academic and overall well being of each student.
Data Dashboards On Topics That Matter
Whether it’s predicting graduation progress, delivering earlier interventions, measuring the impact of technology, or tracking assessments and attendance, we’ve got dashboards on topics that matter.
Our comprehensive analytics platform offers the following solutions:
Modernized Data Analytics Infrastructure
The BrightBytes data infrastructure provides cutting edge, cloud-native analytics tools (AI/ML). It also offers a powerful web-based dashboard builder to build and publish data charts and dashboards.
