METHODOLOGY
How AI Tools Are Evaluated
Making AI decisions simple, structured, and safe for schools. Every AI tool submitted to XValidate goes through a standardised evaluation process built specifically for Kβ12 environments.
π Give schools a clear, defensible answer on whether a tool should be approved, restricted, or rejected.
A STRUCTURED, SCHOOL-FOCUSED REVIEW
Four Critical Areas Every Tool Must Pass
Each tool is evaluated across four critical areas that directly impact students, educators, and district operations.
We assess how student data is collected, stored, and used, ensuring alignment with regulations like FERPA and COPPA.
- β’Data collection practices and data minimisation
- β’Storage, retention, and deletion controls
- β’Student privacy and parental rights implications
- β’Third-party sharing and consent transparency
We evaluate whether the tool genuinely supports learning outcomes and fits within effective teaching practice.
- β’Alignment to curriculum standards and learning objectives
- β’Pedagogical approach and evidence of effectiveness
- β’Accessibility and inclusion considerations
- β’Risk of academic dishonesty or misuse
We scrutinise the vendor’s track record, documentation, and willingness to meet school requirements.
- β’Clarity and completeness of privacy policy
- β’FERPA/COPPA/CCPA compliance documentation
- β’History of security incidents or data breaches
- β’Responsiveness to district data requests
We evaluate the practical risks of deploying the tool at scale within a school or district.
- β’Integration complexity and IT burden
- β’Staff training and support requirements
- β’Vendor stability and business continuity
- β’Licensing, cost transparency, and contract risks
WHAT YOU RECEIVE
Three Outputs From Every Evaluation
Every reviewed tool gets a structured, actionable output package your school can use immediately.
A Risk Score
Every tool receives an overall risk rating based on weighted scores across all four evaluation areas.
A Clear Recommendation
Each evaluation concludes with one of three actionable decisions your school can act on immediately.
Risk Flags & Conditions
We highlight specific risks to watch, along with any conditions required before a tool can be approved.
REAL-WORLD FOCUS
Built for the Realities of School Environments
Our evaluation isn’t theoretical. Every criterion is grounded in what schools actually face when adopting AI tools.
Why school-specific criteria matter
Generic software reviews don’t account for student data protections, age-appropriate content standards, or the operational realities of managing tools across hundreds of classrooms.
AN EVOLVING STANDARD
Our Methodology Improves Constantly
AI tools and regulations change fast. Our framework is designed to keep pace.
Regulatory Tracking
We monitor changes to FERPA, COPPA, CCPA, and emerging state AI legislation so your approvals stay current.
Community Feedback
Schools using XValidate contribute real-world insights that continuously sharpen our criteria and risk thresholds.
Expert Review Panels
Education technology specialists and legal advisors review our framework quarterly to ensure accuracy and relevance.
SAMPLE EVALUATION
See What a Real Evaluation Looks Like
Every evaluation follows the same structured formatβso your school always knows exactly what to expect.
- βStandardised scoring across all four areas
- βClear risk level and recommendation
- βSpecific risk flags and required conditions
- βActionable decision your team can implement immediately
Key Risk Flags
- β’Vendor retention policy needs district review
- β’Student-facing usage should be limited to teacher supervision
- β’Additional disclosure required before broad rollout
THE RESULT
A Single System Your District Can Trust
π A single system your district can trust to evaluate, approve, and oversee every AI tool in use.