SOURCES AND CITATIONS

Research and Evidence

Adoption outran governance, and the gap is now measurable.

Adoption outran governance

More than half of students and teachers are using AI for schoolwork (S15) while only about a third of district leaders say their schools provide any training on it (S16), and fewer than one in three districts have published anything resembling strategic AI governance (S17).

The attack surface moved from the district to the vendor

Vendor related incidents went from four percent of K-12 cybersecurity incidents to 32 percent in two years (S3). One compromised credential at one vendor exposed 62 million student records (S8). The average district touches nearly three thousand tools a year (S1). Districts are being asked to secure a perimeter that no longer sits inside their walls.

Districts know it and cannot act on it

Four in five say AI is increasing their cyber risk (S5), while only 11 percent have any formal process to vet AI use in the tools they already run (S4). Two thirds cite budget as the binding constraint and half cite a shortage of expertise (S13). This is a mechanism problem rather than a will problem.

A governance layer is the mechanism

Every request for student data, from a person or an agent, passes one gate that knows who is asking, what they are entitled to, and what the family consented to, and records the answer.

The Statistics Library

Reference numbers in parentheses above point to these rows. Cite them freely.

#NumberClaimSource
S12,982Distinct EdTech tools the average district accessed in one school year (2024 to 2025), up about nine percent year over yearLearnPlatform by Instructure, EdTech Top 40, 8th ed. (July 2025)
S252%U.S. districts that experienced a cybersecurity incident in 2025 (36% in 2024, 31% in 2023)Clever, Cybersecure 2026 Report (March 2026), about 500 U.S. district technology and security leaders
S332%Share of K-12 incidents that were vendor related in 2025, up from four percent in 2023Clever, Cybersecure 2026 Report
S411%Districts with a formal process to vet AI use in EdTech toolsClever, Cybersecure 2026 Report
S54 in 5Districts saying AI is increasing their cybersecurity riskClever, Cybersecure 2026 Report
S6~13%Student MFA coverage across grade levels, against 93% of teachers and 97% of IT staffClever, Cybersecure 2026 Report
S754% / 21%District leaders concerned about student identity theft, against the share who feel preparedClever, Cybersecure 2026 Report
S8~62M / ~9.5MStudent and educator records exposed by a single compromised credential at one vendor's support portal (disclosed December 2024)Court filings, May 2025, reported by Proskauer and others
S9~$4.4BPell Grants left unclaimed by the high school class of 2024National College Attainment Network, April 2025
S10~830,000Pell eligible students in the class of 2024 who never completed a FAFSANCAN
S1151.4%Class of 2024 FAFSA completion rate by August 30, against 57.8% for the class of 2023NCAN
S1284%Teachers reporting workloads prevent adequate time for planning, collaborating, and gradingPew Research Center, 2024 teacher survey
S1365% / 52%Districts citing insufficient budget as the top cybersecurity barrier, and lack of staff expertiseCoSN, U.S. State of EdTech 2026, 607 leaders in 44 states
S1475%Leaders very concerned about AI enabled cyber attacksCoSN, U.S. State of EdTech 2026
S1554% / 53%Students and core subject teachers using AI for schoolwork or instruction by 2025, up more than 15 pointsRAND American Educator and School Leader Panels, 2025
S1635%District leaders reporting their schools provide students AI training (spring 2025)RAND, 2025
S17Fewer than 1 in 3Districts with published policies reflecting strategic AI governanceNational AI policy landscape analysis, reported July 2026