Institutional Intelligence

California's
intelligence layer for
workforce development

Empowering the workforce to meet the AI moment.

The College Atlas

Kallipolis unifies a workforce development paradigm for California Community Colleges.

Shasta College

Shasta College

Shasta-Tehama-Trinity JCCD

The State Atlas

116 schools. 73 districts. One intelligent network.

Unified Perspective

Harmonize academic & labor market data to support workforce development for 2 million students.

Statewide Collaboration

Collaborate with stakeholders statewide based on a shared source of truth.

Regional Insights

Drive tailored partnership strategies based on regional supply & demand signals.

Explore Atlas

The Epistemology

Insights grounded in
public datasets verified by public institutions.

Students
Chancellor's Office Data MartEnrollment and academic outcomes from the statewide MIS.
Courses
College Curriculum CatalogsCourse descriptions, learning outcomes, and skill mappings obtained from institutional catalogs.
Occupations
Centers of ExcellenceRegional labor market research and occupation demand signals by COE region.
Employers
Employment Development DepartmentCounty-level employer records from the EDD ALMIS database.
Explore Sources
Explore Partnerships

Intelligent Partnerships

Data-driven partnerships compliant with Strong Workforce.

Generative Proposals

Draft intelligent partnership proposals justified by Strong Workforce Program standards.

Tailored Engagement

Generate employer-specific narratives for internship pipelines, advisory boards, and curriculum co-design.

Labor Market Integration

Instantly identify TOP codes, SOC mappings, supply-demand gaps, and quantifiable student impact relevant to industry partnerships.

The Promise

Activating human potential, with California leading the way.

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