Side-by-side comparison of AI visibility scores, market position, and capabilities
Student success platform that combines social-emotional learning data, early warning systems, and family engagement tools for K-12 districts.
Panorama Education is a Boston-based student success platform that helps K-12 school districts measure and improve student wellbeing, social-emotional learning, and school climate. The company's flagship product conducts validated surveys of students, families, and teachers to measure SEL competencies, sense of belonging, and satisfaction with school, delivering actionable reports to district leaders and counselors. Panorama's Early Warning System aggregates attendance, grades, and behavior data to identify students at risk of disengagement, enabling proactive intervention before chronic absenteeism or dropout occurs. The platform serves over 15 million students across 1,500+ districts and is backed by investors including Google Ventures, Owl Ventures, and the Chan Zuckerberg Initiative. Founded in 2012, Panorama has expanded from student surveys to a full student success platform including a student support module for tracking counselor caseloads and intervention effectiveness.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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