openIntel

Unlock data-driven insights and improve student achievement with openIntel, seamlessly integrated with openSIS. Empower administrators and teachers with AI analytics to guide better decisions in real-time.

Vision

From Disconnected Data to Unified Intelligence

Educational institutions generate large volumes of data across attendance, academics, behavior, and operations. However, this data often remains fragmented across systems.

openIntel introduces a structured data pipeline - aggregating, transforming, and organizing data into a centralized warehouse.

This enables institutions to move beyond reporting and adopt a system of intelligence, where decisions are guided by consistent, reliable data.

Diagram of an educational data architecture showing layers from source (SIS core, LMS, Admissions, Billing, External) to ingestion (Azure Data Factory and Azure Data Lake), warehouse (Bronze, Silver, Gold Zones in Azure Synapse Analytics), semantic and AI enrichment (Power BI model, Azure ML models, Azure OpenAI), BI & AI tools (Admin, Power BI, AI reports, Risk feeds), ending with Azure Purview for data governance.
Intelligence Layer

Turning Data into Direction

Traditional systems focus on storing data. openIntel focuses on interpreting it.

1

Predictive Analytics

Machine learning models trained on historical student data identify at-risk learners before grades slip. Administrators receive automated alerts with recommended interventions - weeks before a problem becomes a crisis.

2

Data Visualization Dashboards

Interactive, real-time dashboards give principals, teachers, and district leaders a clear picture of student performance, attendance patterns, and instructional effectiveness - all without a single spreadsheet.

3

Custom Reports for Administrators

Generate district-wide or school-level reports on demand. From state compliance filings to board presentations, openIntel auto-compiles relevant data into formatted, shareable reports - saving dozens of hours per cycle.

4

Seamless openSIS Integration

openIntel is purpose-built to connect with openSIS, the open-source Student Information System. Student records, scheduling, enrollment, and assessment data flow automatically - no manual syncing, no data loss.

Dashboard from openIntel showing student risk profiles with critical, high, medium risks, and open interventions, including student names, risk scores, factors, and intervention status.
Visualization

Insights Designed for Decision Makers

openIntel translates complex data into intuitive dashboards tailored for administrators and leadership teams.

  • District-wide visibility across all institutions and campuses
  • Real-time tracking of key performance indicators
  • Identification of trends and anomalies as they emerge
  • Structured reporting without manual extraction effort