As K–12 school districts explore tools such as Microsoft Copilot and artificial intelligence-driven insights — along with new, AI-enabled experiences emerging on Copilot+ PCs — something is becoming increasingly clear: AI success does not start with the tool; it starts with the data. According to Pari Dalal, senior partner solutions manager for cloud and AI at Microsoft, “AI systems are only as reliable as the data they access, so districts need governance, privacy and data protection strategies in place from the beginning.” 

The benefits that AI can offer depend on having a strong, secure and well-governed data foundation.

K–12 districts often ask which AI tools to use. While this is an important question, it should not be the first question. Dalal explains that AI readiness depends on “having a strong data foundation, clear governance policies and a culture of responsible use.” It is a districtwide transformation that involves instructional leaders, operations teams, security stakeholders and educators, not just IT. That point matters because AI is not simply a technology decision. It is a leadership decision, an instructional decision, a data decision and a trust decision.

Instructional leaders need to understand how AI can support teaching and learning. Administrators need clear processes for evaluating platforms. Teachers need guidance on what data should and should not be entered into AI systems. Families need confidence that student information is...