A new AI-powered initiative for schools
From the creators of The Learning Collective and icouldbe.org, in partnership with a renowned machine learning engineer and CalTech lecturer, comes a new AI-powered initiative to help schools understand their performance in real-time.
Pilot Free Tier this October
Full platform launching January 2026
See How It Works
Watch how you can get instant school quality reports in minutes
Why We Built This
After conducting over 300 in-person school quality reviews across the country over the past 20 years, we know that schools often wait weeks or months, and spend thousands of dollars, for in-person reviews and reports. Even well-resourced schools that hire consultants can struggle to get timely, actionable insights.
SchoolQualityReview.ai changes that.
What You'll Get Now in the Pilot/Free Tier
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Benchmarked Results: Evaluation of your school along six indicators regarding:
- Mission Alignment
- Student Progress Monitoring
- Curriculum Implementation
- Board Training
- Budget Oversight
- Family Communications
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Nuanced Recommendations
AI trained on national and international best practices and research, and hundreds of in-person School Quality Reviews.
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Scalability
For larger education entities, performance across multiple campuses.
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Safety
Student and staff identities protected.
Why Not Just Use ChatGPT?
ChatGPT is powerful for general tasks, but school quality reviews have specific requirements that need specialized tools:
- Standards-Aligned & Compliance-Ready: Our system knows what charter authorizers and accreditors look for. Results use standardized indicators based on 300+ real school quality reviews, giving you defensible evidence for renewals and audits. ChatGPT doesn't understand these specific requirements.
- Evidence-Based Citations: Every conclusion links directly to quotes from your source documents, showing exactly where findings came from. This eliminates hallucinations and provides an audit trail. ChatGPT can't maintain this level of citation tracking.
- No Prompt Engineering Needed: Upload your documents once and get standardized reports immediately. No need to craft perfect prompts, copy-paste between conversations, or maintain consistency. What takes hours in ChatGPT happens in minutes here.
- Persistent Document Library: Your documents stay in one place. Add new evidence throughout the year and instantly see updated scores. With ChatGPT, you'd re-upload everything for each new analysis or when starting a new conversation thread.
- Team Collaboration & Historical Tracking: Multiple stakeholders (school leaders, board members, authorizer liaisons) access shared dashboards and track improvements over time. ChatGPT doesn't support team workspaces or retain historical comparisons.
- Expert-Built for Education: Developed by practitioners who've conducted hundreds of in-person school quality reviews, not general-purpose AI. We understand the nuances of charter school operations and what makes evidence compelling.
Value for Schools
- Fraction of the cost vs. traditional reviews (no cost for Pilot launching October 2025).
- Real-time insights for PD planning, renewal readiness and board engagement.
- Useful for charter schools, CMOs, and private schools preparing for renewal, accreditation, board reporting, or just wanting feedback now on strengths and areas for improvement.
Launch Timeline
October 2025
Pilot Free Tier
January 2026
Full launch
Ready to get started?
Disclaimer
SchoolQualityReview.ai is a research-based, AI-assisted tool intended to support school self-assessment and improvement planning. It does not replace professional judgment, site visits, or determinations by authorizers, accrediting bodies, or regulators. Outputs are informational, may contain errors, and should be reviewed by qualified personnel in context with local requirements and evidence.
During the Pilot Free Tier, features are pre-release and subject to change. By using this site or sharing information, you acknowledge that results are provided “as is” without warranties of any kind and agree not to rely on them as the sole basis for consequential decisions. Do not upload confidential or student-identifying information unless you have the legal right and appropriate consent to do so.
References to organizations and institutions are for descriptive purposes only and do not imply endorsement or affiliation. Use of this site constitutes acceptance of our terms and privacy practices, which will be updated alongside the full launch.