Education AI Reliability Snapshot

One AI system. Three days.
Title VI + OCR readiness on a single page.

For higher-ed institutions, K-12 districts, and ed-tech vendors using AI in admissions decisioning, enrollment forecasting, financial-aid allocation, student-support flagging, or grade prediction. Title VI + SFFA v. Harvard race-neutral requirements + FERPA + OCR AI Guidance defensibility signal. Fixed $499, delivered as PDF via email within three business days.

$499/ 3-day turnaround
Buy the snapshot — $499
Direct-buy Stripe. No scope call required. Sub-corporate-card threshold.

See a sample Snapshot first

Before you spend $499, see exactly what you'll receive. Full sample $499 Snapshot report (synthetic-data example scenario) with all 8 sections, 3 charts, counterparty-question rehearsal, and signed determination:

See sample — free

The Title VI + SFFA v. Harvard question your AI can't answer

Department of Education Office for Civil Rights (OCR) investigations, DOJ Title VI referrals, accreditor site-visits, and state AG consumer-protection inquiries now scrutinize AI-driven admissions + enrollment decisions. Post-SFFA v. Harvard (2023), race cannot be a direct decision factor. Question:

“Reproduce this AI-generated admissions decision from [date] including applicant's socioeconomic proxy variables, intended-major, financial-need estimate, model version, admissions-recommendation-score, and lane routed — as a defensible record we can produce for OCR investigation, DOJ Title VI referral, state AG consumer-protection inquiry, accreditor site-visit, or class-action opposition.”

Most institutions cannot reproduce AI-driven decisions with SFFA-defensible precision. That gap is where OCR investigations, accreditor findings, and Congressional-oversight scrutiny compound. Federal student-aid eligibility is at stake.

Vertical scope

AI Surfaces In Scope

  • College-admissions decision-support AI
  • Enrollment yield-prediction AI
  • Financial-aid optimization AI
  • Early-warning student-support flagging AI
  • K-12 SEL screening + intervention AI

Regulatory + Institutional Exposure

  • OCR investigation + resolution agreement
  • DOJ Title VI enforcement referral
  • Accreditor AI-governance site-visit finding
  • State AG consumer-protection inquiry
  • Federal student-aid eligibility risk (HEA ยง498)

What you get

Snapshot Report (1 page PDF)

  • Category A / B / C determination on the AI system
  • The-one-number: reproducibility-gap decision count
  • Title VI + FERPA + SFFA v. Harvard + OCR Guidance citations
  • Three specific fix-first items scoped to your surface
  • Sample sensor output + race-neutral decision rehearsal

What it isn't

  • Full 8-layer AIC attestation (Enterprise at $35-55K)
  • Accreditation self-study preparation (separate)
  • OCR investigation response (advisory only)
  • Live re-audit or ongoing monitoring
  • Bespoke customization beyond snapshot template

How it works

1
Buy $499
Stripe direct, 60 sec
2
Intake form
5 fields + CSV upload
3
Analysis
Sensor runs 24-48 hr
4
PDF delivered
Day 3 via email

$499. Three business days. One signal your Provost + General Counsel + VP Enrollment can act on.

If snapshot surfaces material OCR / DOJ / accreditor exposure, upgrade path is $2,500 Baseline Audit (5 days), $15K Full Diagnostic (2-3 weeks), or $35-55K Enterprise Attestation. Snapshot credit applies to upgrade within 30 days.

$499 — buy now
Independent-verifier attestation. Not a legal / regulatory opinion. Scope limited to snapshot data submitted. Kept confidential under NDA on request. E&O carrier notified at Enterprise-tier engagement kickoff.