Four market guides
Choose the market context that shapes policy, procurement, privacy, evidence, accessibility, and operating requirements.
A practical next step
Enterprise AI Group describes a 6–8 week path for a defined business process, with governance, policy management, enterprise security, and Microsoft-tenant deployment considered from the start.
Enterprise AI Group describes a 6–8 week path for a defined workflow. Timing and cost depend on scope, users, integrations, security, governance, and support. These research pages are published by Enterprise AI Group. The implementation links describe optional Enterprise AI Group services; they are not product endorsements or a replacement for local diligence.
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Keep the useful part
Send the teaching, learning, student-support, research, or institutional workflow you are assessing. We will use it to shape the next practical buyer brief.
Useful detail: include the market, workflow, or category behind a market guide.
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US education is locally governed. A useful comparison separates school and higher-education use, identifies the accountable institution, and checks FERPA, COPPA, state privacy, accessibility, security, and procurement duties for the exact workflow.
Open market guideThe UK is not one education market. The DfE position is written for England, while devolved administrations and individual institutions have their own duties. Buyers should test purpose, age appropriateness, data handling, safeguarding, copyright, and accountability together.
Open market guideThe EU adds an important distinction: some education and vocational-training uses, such as assessing learning outcomes or access, are listed as high-risk. That does not make every education tool high-risk, so buyers need the exact purpose, role, data, provider, deployer, and human-oversight facts.
Open market guideAustralia’s national schools framework centres privacy, security, safety, teaching and learning, human wellbeing, transparency, fairness, and accountability. Deployment still depends on state, territory, sector, institution, age, and data-handling requirements.
Open market guide