Robin. How should plan an education AI vendor exit be done in practice?. 2026-09-21.
Before signing, schools should define shutdown triggers, data export formats, account closure, deletion proof, instructional alternatives, notices, and dispute handling to avoid dependence on one vendor.
https://edu.hhhh.life/en/guide/school-ai-exit-plan/#answer
9direct citations
8source organizations
2026-08-30evidence through
READ THIS FIRST
Three judgments to remember
01
Put export, deletion, and responsibility in the contract
02
Curriculum, accounts, and support need alternatives
03
Acquisition and product change are normal risks
ACTION PLAN
What to do
Work through five steps in order, preserving process records and the linked evidence. Return to an earlier step when conditions change.
01
Define the problem and boundary
Inventory every vendor dependency across teaching, assessment, accounts, data, integrations, and support.
Is plan an education AI vendor exit tied to an observable task, covered population, and prohibited-use boundary?
UK Expands Generative AI Data Guidance for Schools, Clarifying Personal Information, Bias, and Supplier Risks · World Digital Education Alliance Releases Two Standards Covering the Full Educational AI Life Cycle and Smart Campuses · UK Adds Children's Mental Health and Manipulation Risks to Safety Standards for Educational AI Products
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Are owners, human review, data handling, incident reporting, and appeals explicit?
Microsoft Connects Teach, Assignments, and Learning Agents to Microsoft 365 Education Workflows · SchoolAI Updates District-Level Capabilities with Unified Guardrails, Alert Routing, and Class Mastery · Google Classroom Brings Curriculum-Grounded Gemini Learning Tools to Students of All Ages
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Do results include independent performance, sustained use, workload, safety events, and group differences?
Acumen Acquires EduCorePro, Applying AI to University Admissions Review and Fraud Prevention · SchoolAI Tightens Its Free Plan, Leaving Teachers Only Five Space Sessions per Year · MagicSchool Redesigns Its Teacher Home Page, Making Raina a Unified Natural-Language Entry Point
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Do continue, adjust, pause, and exit decisions each have a threshold, date, and owner?
UK Expands Generative AI Data Guidance for Schools, Clarifying Personal Information, Bias, and Supplier Risks · Acumen Acquires EduCorePro, Applying AI to University Admissions Review and Fraud Prevention
CURRENT ANSWER
How we answer today
Each judgment links to the relevant news and original sources. New evidence enters the corresponding dimension.
01
Put export, deletion, and responsibility in the contract
School data and lifecycle guidance cover vendor risk, personal information, retention, and ongoing governance.
These limits determine how strong a conclusion the page can support.
01
These steps are editorial recommendations informed by public sources. The full workflow has not been validated as an intervention; adapt it to local curricula, age, and resources.
02
Product features, coverage, and participation establish an implementation entry; learning effects require independent tasks, delayed measures, and disaggregated results.
RELATED QUESTIONS
What else do readers ask?
Each adjacent search question receives a concise answer linked to its supporting evidence.
01
Where should the plan an education AI vendor exit workflow begin?
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Inventory every vendor dependency across teaching, assessment, accounts, data, integrations, and support.
How should human responsibility and safety boundaries be preserved?
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Suite and district products deepen workflow integration and raise migration requirements for materials, permissions, and logs. Each step should name an owner, review point, data boundary, and appeal route.
SchoolAI announced its 2026–2027 product updates, extending the focus from individual teachers creating Spaces to unified district governance. Updates include district-level guardrails, school context, alert routing, Smart Groups, and a Class Mastery Score.
On July 15, SchoolAI changed its free plan, limiting free teachers to five Space sessions per year while retaining safety alerts, Chat with Dot, and most PowerUps.
On July 9, the UK Department for Education updated its generative AI data-protection guidance for schools, requiring them to address risks involving personal data, bias, suppliers, and child protection.
On June 25, Google announced student-facing updates that will bring Gemini learning tools into Classroom school accounts for students of all ages, using teacher-provided curriculum materials to generate study guides and quizzes.
In its 2026 back-to-school update, MagicSchool redesigned the teacher home page and made Raina a unified natural-language entry point. Teachers can begin with a goal to find tools without first knowing a specific template name.
On June 24, Microsoft announced a new set of AI capabilities for Microsoft 365 Education, covering unit plans in Teach, AI-use instructions in Assignments, the Study and Learn Agent, and Learning Zone.
On June 8, Acumen announced the acquisition of university-admissions technology company EduCorePro. The transaction value was not disclosed, and the founder will become CTO of the relevant business.
On May 12, the World Digital Education Alliance released two AI education standards, respectively specifying full-life-cycle requirements for AI application systems in education and infrastructure for AI-enabled smart campuses.
Ministry of Education conference outcomesSchools / Product Teams
On January 19, the UK Department for Education updated its safety standards for generative AI products in education, targeting developers and buyers that serve schools, colleges, and children.
UK Department for Education standardsSchools / Product Teams
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