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Trust infrastructure for school systems

Make vendor trust visible.

A defensible intelligence layer for EdTech decisions. See student-data privacy, independently supported security evidence, evidence freshness, and monitored external risk in one clear label.

A screening signal with visible evidence and scope—not a final district approval.

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products in shared catalogue
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curated public evidence entries
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entries marked verified

Counts cover curated non-incident entries on products in shared catalogue. Incident notices and records outside this public list are excluded from this tally but included in the admin total. Entries are counted per product, so a source may appear more than once. Some entries add context without changing the score; check each label's evidence and scope.

For vendor representatives

Claim your vendor profile

Find your product, request verification with your business email, and confirm the link we send. A district reviewer then checks your affiliation before you can submit evidence.

Decision spectrumHigher safety
71-100Proceed
46-70Verify
26-45Review
1-25Pause
Lower safety

EdTech Data Safety & Evidence Label

Select a vendor

Choose a product to review its weighted screening signal.

Vendor representative? Select your product in the list to request access.

-- Safety Score
--% Evidence coverage
-- Evidence Confidence

Select a product to see its supporting evidence.

Waiting for selectionReview evidence

The score combines five weighted screening factors.

Rating overview

Review the safety facts and how the five factors contribute to the score.

District review format

Data Safety Facts

Product profile
Deployment contextConfirm district deployment
Data sensitivity--

Select a vendor to see provisional data categories.

District standing--
Privacy agreementVerify record
Security maturity--
Evidence coverage--
Rating confidence--

Unknown controls lower confidence, not maturity.

Framework assurance--
Compliance-- Vendor transparency-- Incident historyDistrict input
Review the current DPA, product scope, evidence dates, and actual district configuration before approval.

Weighted screening model

Vendor risk matrix

These read-only indicators show the current evidence-based factors. Approved vendors can submit supporting evidence through their emailed access link; district reviewers decide what is supported before the published record changes. Try the sample vendor demonstration.

Composite vendor safety -- / 100

Unknown security controls are neutral and reduce confidence rather than the Safety Score. Verified negative findings create penalties.

Data Sensitivity rating

Show how harmful the exposed data could be.

Six components measure intrinsic sensitivity and controllable exposure. 100 means no data sensitivity risk; higher is better. The weighted risk contribution is (100 − Data Sensitivity Rating) × 30%. Sensitive-purpose products are not treated as careless when they minimize and tightly manage exposure.

-- data safety rating -- risk points
High-sensitivity data detectedInventory not reviewed
Intrinsic data safety--Not assessed
Exposure management--Not assessed

Both subscores use 100 as best: intrinsic data safety reflects lower data sensitivity; exposure management reflects narrower collection, retention, identification, and sharing.

Data componentShareRatingWeighted rating
-- / 100 data safety rating (100 − --) × 30% = -- risk points
81-100Minimal risk 61-80Low risk 41-60Moderate risk 21-40High risk 0-20Critical risk

Unknown inventory fields are shown as unknown and receive a conservative provisional risk value.

What supports this label

Evidence register

Select a vendor to inspect evidence and gaps.

How to read the model

Safety, evidence, and confidence are separate.

30%

Data Sensitivity

Intrinsic data harm separated from controllable identifiability, population, retention, and sharing exposure.

25%

Security Maturity

Unknown controls remain neutral. Applicable vendor promises receive 50% of available improvement credit, implementation evidence 75%, and independent verification 100%. Substantiated adverse findings reduce the relevant component.

20%

Compliance

Product-scoped agreement, guardian-rights and legal-obligation evidence. A vendor statement is provisional; this screening does not establish legal compliance or district approval.

15%

Vendor Transparency

How clearly the vendor publishes scope, current documents, contacts, and review evidence; external signals are supporting context only.

10%

Incident History

Verified vendor incidents contribute to the score; district-specific impact remains a separate review question.

Vendor participation

Claim this vendor profile

Request access with your business email. Confirm the email link, then wait for a district reviewer to approve your affiliation before adding evidence.

Do not include student names, identifiers, or records in your submission.

Requester information is retained for identity verification and claim review. Email confirmation alone does not authorize submissions. Already approved? Request an evidence link.

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