AI Adoption in EducationAI Detection Policy Inconsistencies Across Higher Education Institutions
Colleges lack unified AI policies, leaving students and detection tools to fill the gaps.
Preston Ganem·
EdTech Product DevelopmentTeaching Strategies That Map to Adaptive Learning Product Features
Translate adaptive learning's algorithmic features into the teaching moves they automate.
Preston Ganem·
EdTech IntegrationDistrict Onboarding Timelines for EdTech Integrations Build vs Vendor
District budget cycles and approval chains, not product quality, determine EdTech integration speed.
Preston Ganem·
EdTech ComplianceData Protection Officer Requirements for EdTech Companies
EdTech vendors face overlapping compliance regimes that now demand DPO-equivalent roles.
Preston Ganem·
EdTech Product DevelopmentAccessibility Compliance in EdTech Product Development Under WCAG and Section 508
Section 508 compliance alone leaves EdTech exposed to newer legal standards.
Preston Ganem·
Learning PlatformsGitHub for Education Integration with LMS Developer Workflows
Preston Ganem·
FeaturesSIS vs ERP for K-12 Admin Workflows
Choose the right system by matching workflows to what each platform actually owns.
Preston Ganem·
EdTech IntegrationiPaaS vs Custom Middleware for District-Scale EdTech Onboarding
Fragmented SIS markets make the iPaaS versus custom choice a make-or-break decision for districts.
Preston Ganem·
EdTech Product DevelopmentAdaptive Learning Engines vs Rule-Based Personalization in LMS Build Decisions
Four unglamorous variables should drive the choice, not market hype.
Preston Ganem·
EdTech ComplianceABAC vs RBAC for EdTech Data Access Control
How PowerSchool's breach reveals why one-size-fits-all access control fails schools.
Preston Ganem·
EdTech ComplianceAudit Logging and Data Access Visibility in EdTech Integrations
Schools can't track who accesses student data without proper audit logs.
Preston Ganem·