{"title":"School Psychologist","description":"\u003cdiv style=\"box-sizing:border-box;max-width:1080px;margin:0 auto;padding:16px 18px 44px;color:#151827;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;font-size:16px;line-height:1.65;\"\u003e\n  \u003csection aria-labelledby=\"profession-20106-intro\" style=\"position:relative;overflow:hidden;margin-bottom:56px;padding:clamp(34px,6vw,68px);background:linear-gradient(125deg,#090d1d 0%,#13142b 58%,#23123a 100%);border:1px solid #292d49;border-radius:28px;color:#ffffff;box-shadow:0 22px 60px rgba(18,16,44,.18);\"\u003e\n    \u003cdiv aria-hidden=\"true\" style=\"position:absolute;right:-100px;top:-120px;width:330px;height:330px;border-radius:999px;background:radial-gradient(circle,rgba(217,70,239,.35) 0%,rgba(124,58,237,.08) 50%,rgba(124,58,237,0) 72%);\"\u003e\u003c\/div\u003e\n    \u003cdiv style=\"position:relative;display:grid;grid-template-columns:repeat(auto-fit,minmax(260px,1fr));gap:clamp(28px,5vw,64px);align-items:end;\"\u003e\n      \u003cdiv\u003e\n        \u003cdiv style=\"display:flex;align-items:center;gap:10px;margin-bottom:22px;\"\u003e\n\u003cspan style=\"display:block;width:34px;height:2px;background:#d946ef;\"\u003e\u003c\/span\u003e\u003cp style=\"margin:0;color:#d8b4fe;font-size:12px;font-weight:800;letter-spacing:.14em;text-transform:uppercase;\"\u003eAI for professions · Education \u0026amp; Academia\u003c\/p\u003e\n\u003c\/div\u003e\n        \u003ch2 id=\"profession-20106-intro\" style=\"max-width:760px;margin:0 0 20px;color:#ffffff;font-size:clamp(34px,6vw,60px);font-weight:760;line-height:1.04;letter-spacing:-.04em;\"\u003eSchool Psychologist — Evidence‑ready notes with guardrails\u003c\/h2\u003e\n        \u003cp style=\"max-width:710px;margin:0;color:#cbd0df;font-size:clamp(17px,2.2vw,20px);line-height:1.6;\"\u003ePrepare templates, observation notes and consent‑aware summaries for meetings. No diagnosis; licensed professionals decide.\u003c\/p\u003e\n      \u003c\/div\u003e\n      \u003caside style=\"padding:4px 0 4px 24px;border-left:2px solid #c026d3;\"\u003e\n        \u003cp style=\"margin:0 0 10px;color:#e9d5ff;font-size:12px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eOperating principle\u003c\/p\u003e\n        \u003cp style=\"margin:0 0 18px;color:#ffffff;font-size:22px;font-weight:650;line-height:1.35;\"\u003eAI prepares the work.\u003cbr\u003ePeople own the decision.\u003c\/p\u003e\n        \u003cdiv style=\"display:flex;flex-wrap:wrap;gap:8px;\"\u003e\n\u003cspan style=\"padding:7px 11px;border:1px solid rgba(216,180,254,.28);border-radius:999px;color:#d7d9e4;font-size:12px;\"\u003eEvidence-led\u003c\/span\u003e\u003cspan style=\"padding:7px 11px;border:1px solid rgba(216,180,254,.28);border-radius:999px;color:#d7d9e4;font-size:12px;\"\u003eReviewable\u003c\/span\u003e\u003cspan style=\"padding:7px 11px;border:1px solid rgba(216,180,254,.28);border-radius:999px;color:#d7d9e4;font-size:12px;\"\u003eHuman-approved\u003c\/span\u003e\n\u003c\/div\u003e\n      \u003c\/aside\u003e\n    \u003c\/div\u003e\n  \u003c\/section\u003e\n\n  \u003csection aria-labelledby=\"profession-20106-role\" style=\"margin-bottom:64px;\"\u003e\n    \u003cdiv style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(260px,1fr));gap:clamp(28px,5vw,70px);align-items:start;\"\u003e\n      \u003cdiv\u003e\n\u003cp style=\"margin:0 0 10px;color:#7c3aed;font-size:12px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eThe work behind the title\u003c\/p\u003e\n\u003ch2 id=\"profession-20106-role\" style=\"margin:0;color:#111322;font-size:clamp(28px,4vw,38px);line-height:1.16;letter-spacing:-.025em;\"\u003eStart with the workflow, not the feature list.\u003c\/h2\u003e\n\u003c\/div\u003e\n      \u003cdiv\u003e\n\u003cp style=\"margin:0 0 18px;color:#434a5e;font-size:17px;\"\u003eFor school psychologists, AI is a documentation and coordination aid: observation templates, meeting summaries and accommodation crosswalks. No clinical diagnosis, ever—licensed professionals decide. Keep access tight, minimize PII, and ensure regional processing if required by policy.\u003c\/p\u003e\n\u003cp style=\"margin:0 0 18px;color:#434a5e;font-size:17px;\"\u003ePrefer transparent vendors with exportable logs and version control. Use the cases below to reduce busywork while maintaining the standard of care.\u003c\/p\u003e\n\u003cp style=\"margin:0 0 18px;color:#434a5e;font-size:17px;\"\u003eFor School Psychologist, the role-specific lens includes highly sensitive narratives, consent, continuity and careful escalation. The distinguishing scope is school psychologist: evaluation examples should mirror the inputs, failure modes, evidence and handoffs of the full School Psychologist role, not a neighboring job title.\u003c\/p\u003e\n\u003cdiv style=\"margin-top:22px;padding:18px 0 0;border-top:1px solid #dfe2ea;\"\u003e\n\u003cp style=\"margin:0;color:#181b2a;font-weight:700;\"\u003eA useful starting point\u003c\/p\u003e\n\u003cp style=\"margin:4px 0 0;color:#62697b;\"\u003ea resource-matching or administrative documentation task that excludes autonomous assessment.\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n    \u003c\/div\u003e\n    \u003cdiv style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(210px,1fr));gap:24px 28px;margin-top:34px;\"\u003e\n        \u003carticle style=\"padding:18px 0 0;border-top:2px solid #7c3aed;\"\u003e\n          \u003cspan style=\"display:block;margin-bottom:6px;color:#7c3aed;font-size:11px;font-weight:800;letter-spacing:.1em;text-transform:uppercase;\"\u003ePreparation\u003c\/span\u003e\n          \u003cp style=\"margin:0;color:#535b6e;\"\u003eOrganized observation notes and templates. The evidence set should reflect highly sensitive narratives, consent, continuity and careful escalation.\u003c\/p\u003e\n        \u003c\/article\u003e\n        \u003carticle style=\"padding:18px 0 0;border-top:2px solid #9333ea;\"\u003e\n          \u003cspan style=\"display:block;margin-bottom:6px;color:#7c3aed;font-size:11px;font-weight:800;letter-spacing:.1em;text-transform:uppercase;\"\u003eConsistency\u003c\/span\u003e\n          \u003cp style=\"margin:0;color:#535b6e;\"\u003eConsent‑aware summaries for meetings.\u003c\/p\u003e\n        \u003c\/article\u003e\n        \u003carticle style=\"padding:18px 0 0;border-top:2px solid #c026d3;\"\u003e\n          \u003cspan style=\"display:block;margin-bottom:6px;color:#7c3aed;font-size:11px;font-weight:800;letter-spacing:.1em;text-transform:uppercase;\"\u003eEvidence\u003c\/span\u003e\n          \u003cp style=\"margin:0;color:#535b6e;\"\u003ePrivacy and access controls by default.\u003c\/p\u003e\n        \u003c\/article\u003e\n        \u003carticle style=\"padding:18px 0 0;border-top:2px solid #db2777;\"\u003e\n          \u003cspan style=\"display:block;margin-bottom:6px;color:#7c3aed;font-size:11px;font-weight:800;letter-spacing:.1em;text-transform:uppercase;\"\u003eHuman focus\u003c\/span\u003e\n          \u003cp style=\"margin:0;color:#535b6e;\"\u003eBetter collaboration across teams.\u003c\/p\u003e\n        \u003c\/article\u003e\n\u003c\/div\u003e\n  \u003c\/section\u003e\n\n  \u003csection aria-labelledby=\"profession-20106-workflow\" style=\"margin-bottom:64px;padding-top:8px;\"\u003e\n    \u003cdiv style=\"max-width:730px;margin-bottom:28px;\"\u003e\n\u003cp style=\"margin:0 0 9px;color:#7c3aed;font-size:12px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eA practical workflow\u003c\/p\u003e\n\u003ch2 id=\"profession-20106-workflow\" style=\"margin:0 0 12px;color:#111322;font-size:clamp(28px,4vw,38px);line-height:1.16;letter-spacing:-.025em;\"\u003eFour stages where AI can assist\u003c\/h2\u003e\n\u003cp style=\"margin:0;color:#5c6375;\"\u003eEach stage begins with a defined human objective and ends with review against evidence, policy and operating context.\u003c\/p\u003e\n\u003c\/div\u003e\n    \u003col style=\"margin:0;padding:0;list-style:none;border-top:1px solid #dfe2ea;\"\u003e\n      \u003cli style=\"display:flex;gap:clamp(18px,4vw,38px);padding:28px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n        \u003cdiv style=\"flex:0 0 58px;\"\u003e\u003cspan style=\"display:flex;width:52px;height:52px;align-items:center;justify-content:center;background:#17182c;border-radius:50%;color:#f0abfc;font-size:14px;font-weight:800;box-shadow:0 8px 24px rgba(23,24,44,.16);\"\u003e01\u003c\/span\u003e\u003c\/div\u003e\n        \u003carticle style=\"flex:1 1 auto;min-width:0;\"\u003e\n          \u003cp style=\"margin:0 0 6px;color:#8b2bb5;font-size:11px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eDiscover\u003c\/p\u003e\n          \u003ch3 style=\"margin:0 0 9px;color:#151827;font-size:22px;line-height:1.25;\"\u003eObservation templates for School Psychologist\u003c\/h3\u003e\n          \u003cp style=\"margin:0 0 12px;color:#545c6f;\"\u003eClassroom and playground notes with look‑fors; privacy cues. For School Psychologist, apply this specifically to highly sensitive narratives, consent, continuity and careful escalation. The distinguishing scope is school psychologist: evaluation examples should mirror the inputs, failure modes, evidence and handoffs of the full School Psychologist role, not a neighboring job title.\u003c\/p\u003e\n          \u003cp style=\"margin:0;color:#252a3b;font-size:14px;\"\u003e\u003cstrong\u003eHuman check:\u003c\/strong\u003e Minimize sensitive details and verify that consent covers the intended processing.\u003c\/p\u003e\n        \u003c\/article\u003e\n      \u003c\/li\u003e\n      \u003cli style=\"display:flex;gap:clamp(18px,4vw,38px);padding:28px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n        \u003cdiv style=\"flex:0 0 58px;\"\u003e\u003cspan style=\"display:flex;width:52px;height:52px;align-items:center;justify-content:center;background:#312e81;border-radius:50%;color:#ddd6fe;font-size:14px;font-weight:800;box-shadow:0 8px 24px rgba(23,24,44,.16);\"\u003e02\u003c\/span\u003e\u003c\/div\u003e\n        \u003carticle style=\"flex:1 1 auto;min-width:0;\"\u003e\n          \u003cp style=\"margin:0 0 6px;color:#8b2bb5;font-size:11px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003ePrepare\u003c\/p\u003e\n          \u003ch3 style=\"margin:0 0 9px;color:#151827;font-size:22px;line-height:1.25;\"\u003eMeeting summaries\u003c\/h3\u003e\n          \u003cp style=\"margin:0 0 12px;color:#545c6f;\"\u003eConsent‑aware notes, decisions and next steps; logs kept.\u003c\/p\u003e\n          \u003cp style=\"margin:0;color:#252a3b;font-size:14px;\"\u003e\u003cstrong\u003eHuman check:\u003c\/strong\u003e Check local availability, eligibility and urgency rather than trusting generated matches.\u003c\/p\u003e\n        \u003c\/article\u003e\n      \u003c\/li\u003e\n      \u003cli style=\"display:flex;gap:clamp(18px,4vw,38px);padding:28px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n        \u003cdiv style=\"flex:0 0 58px;\"\u003e\u003cspan style=\"display:flex;width:52px;height:52px;align-items:center;justify-content:center;background:#701a75;border-radius:50%;color:#fae8ff;font-size:14px;font-weight:800;box-shadow:0 8px 24px rgba(23,24,44,.16);\"\u003e03\u003c\/span\u003e\u003c\/div\u003e\n        \u003carticle style=\"flex:1 1 auto;min-width:0;\"\u003e\n          \u003cp style=\"margin:0 0 6px;color:#8b2bb5;font-size:11px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eDeliver\u003c\/p\u003e\n          \u003ch3 style=\"margin:0 0 9px;color:#151827;font-size:22px;line-height:1.25;\"\u003eAssessment scheduler\u003c\/h3\u003e\n          \u003cp style=\"margin:0 0 12px;color:#545c6f;\"\u003eDates, rooms and materials; coordination with teachers. For School Psychologist, apply this specifically to highly sensitive narratives, consent, continuity and careful escalation. Use evaluation examples that belong to this role rather than an adjacent profession.\u003c\/p\u003e\n          \u003cp style=\"margin:0;color:#252a3b;font-size:14px;\"\u003e\u003cstrong\u003eHuman check:\u003c\/strong\u003e A professional reviews tone, confidentiality and any safety implications.\u003c\/p\u003e\n        \u003c\/article\u003e\n      \u003c\/li\u003e\n      \u003cli style=\"display:flex;gap:clamp(18px,4vw,38px);padding:28px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n        \u003cdiv style=\"flex:0 0 58px;\"\u003e\u003cspan style=\"display:flex;width:52px;height:52px;align-items:center;justify-content:center;background:#831843;border-radius:50%;color:#fce7f3;font-size:14px;font-weight:800;box-shadow:0 8px 24px rgba(23,24,44,.16);\"\u003e04\u003c\/span\u003e\u003c\/div\u003e\n        \u003carticle style=\"flex:1 1 auto;min-width:0;\"\u003e\n          \u003cp style=\"margin:0 0 6px;color:#8b2bb5;font-size:11px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eLearn\u003c\/p\u003e\n          \u003ch3 style=\"margin:0 0 9px;color:#151827;font-size:22px;line-height:1.25;\"\u003eAccommodation crosswalk\u003c\/h3\u003e\n          \u003cp style=\"margin:0 0 12px;color:#545c6f;\"\u003eAlign concerns to classroom supports; examples and caveats.\u003c\/p\u003e\n          \u003cp style=\"margin:0;color:#252a3b;font-size:14px;\"\u003e\u003cstrong\u003eHuman check:\u003c\/strong\u003e Do not convert workflow signals into automated judgments about a person. The accountable School Psychologist confirms the final handoff.\u003c\/p\u003e\n        \u003c\/article\u003e\n      \u003c\/li\u003e\n\u003c\/ol\u003e\n  \u003c\/section\u003e\n\n  \u003csection aria-labelledby=\"profession-20106-checklist\" style=\"margin-bottom:64px;\"\u003e\n    \u003cdiv style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(260px,1fr));gap:clamp(28px,5vw,64px);align-items:start;\"\u003e\n      \u003cdiv\u003e\n\u003cp style=\"margin:0 0 9px;color:#7c3aed;font-size:12px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eBefore adopting a tool\u003c\/p\u003e\n\u003ch2 id=\"profession-20106-checklist\" style=\"margin:0 0 14px;color:#111322;font-size:clamp(28px,4vw,38px);line-height:1.16;letter-spacing:-.025em;\"\u003eSelection checklist\u003c\/h2\u003e\n\u003cp style=\"margin:0;color:#5c6375;\"\u003eAssess the workflow, evidence and governance together. A polished output is not, by itself, a reliable evaluation.\u003c\/p\u003e\n\u003c\/div\u003e\n      \u003cdiv style=\"border-top:1px solid #dfe2ea;\"\u003e\n        \u003cdiv style=\"display:flex;gap:14px;padding:16px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n\u003cspan style=\"color:#a21caf;font-weight:900;\"\u003e✓\u003c\/span\u003e\u003cspan style=\"color:#3f4658;\"\u003esupports curriculum and citation provenance\u003c\/span\u003e\n\u003c\/div\u003e\n        \u003cdiv style=\"display:flex;gap:14px;padding:16px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n\u003cspan style=\"color:#a21caf;font-weight:900;\"\u003e✓\u003c\/span\u003e\u003cspan style=\"color:#3f4658;\"\u003eseparates student work from model training\u003c\/span\u003e\n\u003c\/div\u003e\n        \u003cdiv style=\"display:flex;gap:14px;padding:16px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n\u003cspan style=\"color:#a21caf;font-weight:900;\"\u003e✓\u003c\/span\u003e\u003cspan style=\"color:#3f4658;\"\u003eoffers role-based access and retention controls\u003c\/span\u003e\n\u003c\/div\u003e\n        \u003cdiv style=\"display:flex;gap:14px;padding:16px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n\u003cspan style=\"color:#a21caf;font-weight:900;\"\u003e✓\u003c\/span\u003e\u003cspan style=\"color:#3f4658;\"\u003eexports rubrics, course assets and logs in usable formats\u003c\/span\u003e\n\u003c\/div\u003e\n        \u003cdiv style=\"display:flex;gap:14px;padding:16px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n\u003cspan style=\"color:#a21caf;font-weight:900;\"\u003e✓\u003c\/span\u003e\u003cspan style=\"color:#3f4658;\"\u003ehandles accessibility and multilingual content consistently\u003c\/span\u003e\n\u003c\/div\u003e\n        \u003cdiv style=\"display:flex;gap:14px;padding:16px 0;border-bottom:1px solid #dfe2ea;\"\u003e\n\u003cspan style=\"color:#a21caf;font-weight:900;\"\u003e✓\u003c\/span\u003e\u003cspan style=\"color:#3f4658;\"\u003ecan be evaluated on representative subjects and learner needs\u003c\/span\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n    \u003c\/div\u003e\n  \u003c\/section\u003e\n\n  \u003csection aria-labelledby=\"profession-20106-guidaio\" style=\"overflow:hidden;margin-bottom:64px;border:1px solid #e1d5ea;border-radius:24px;background:#ffffff;box-shadow:0 18px 50px rgba(70,31,92,.09);\"\u003e\n    \u003cdiv style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(260px,1fr));align-items:stretch;\"\u003e\n      \u003cdiv style=\"display:flex;min-height:270px;flex-direction:column;justify-content:space-between;padding:clamp(28px,5vw,46px);background:linear-gradient(145deg,#4c1d95 0%,#86198f 62%,#be185d 100%);color:#ffffff;\"\u003e\n\u003cp style=\"margin:0;color:#f5d0fe;font-size:12px;font-weight:800;letter-spacing:.13em;text-transform:uppercase;\"\u003eThe Guidaio perspective\u003c\/p\u003e\n\u003cdiv\u003e\n\u003cp style=\"margin:0;color:#ffffff;font-size:clamp(54px,9vw,86px);font-weight:800;line-height:.95;letter-spacing:-.055em;\"\u003e7,000+\u003c\/p\u003e\n\u003cp style=\"max-width:300px;margin:12px 0 0;color:#f5e9fa;font-size:17px;line-height:1.45;\"\u003eAI tools tested and evaluated across a market that keeps moving.\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n      \u003cdiv style=\"padding:clamp(30px,5vw,48px);\"\u003e\n        \u003ch2 id=\"profession-20106-guidaio\" style=\"margin:0 0 14px;color:#151827;font-size:clamp(27px,4vw,36px);line-height:1.16;letter-spacing:-.025em;\"\u003eA useful tool should earn its place in the workflow.\u003c\/h2\u003e\n        \u003cp style=\"margin:0 0 26px;color:#555d70;\"\u003eGuidaio has seen AI tools launch, improve, change direction and disappear. A lesson generator is replaceable; a closed library of rubrics, accommodations and course history is not, so portability must be designed from the first semester. For School Psychologist, continuity belongs in the selection criteria alongside immediate capability.\u003c\/p\u003e\n        \u003cdiv style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(190px,1fr));gap:20px 24px;\"\u003e\n          \u003cdiv style=\"padding-top:15px;border-top:2px solid #a855f7;\"\u003e\n\u003cstrong style=\"display:block;margin-bottom:6px;color:#232638;\"\u003ePlan for portability\u003c\/strong\u003e\u003cspan style=\"color:#61687a;font-size:14px;\"\u003ePrefer usable exports for curriculum mappings, rubric libraries, lesson and assessment templates, accessibility adaptations, review and provenance logs. The workflow should remain recoverable if pricing, ownership or the product changes.\u003c\/span\u003e\n\u003c\/div\u003e\n          \u003cdiv style=\"padding-top:15px;border-top:2px solid #c026d3;\"\u003e\n\u003cstrong style=\"display:block;margin-bottom:6px;color:#232638;\"\u003eCalibrate privacy\u003c\/strong\u003e\u003cspan style=\"color:#61687a;font-size:14px;\"\u003eGDPR applies when personal data falls within its scope; student, staff and research-participant records require a defined purpose, data minimisation, restricted access and suitable retention. Public curricula or irreversibly anonymised research data do not become personal data merely because AI processes them. In this context, examine how the tool handles student records and identifiers, grades and assessment submissions, disability or health-related accommodations, research participant data, staff records and safeguarding notes.\u003c\/span\u003e\n\u003c\/div\u003e\n          \u003cdiv style=\"padding-top:15px;border-top:2px solid #db2777;\"\u003e\n\u003cstrong style=\"display:block;margin-bottom:6px;color:#232638;\"\u003eBring us the precise need\u003c\/strong\u003e\u003cspan style=\"color:#61687a;font-size:14px;\"\u003eContact Guidaio with the exact feature or workflow you need. Our experts can translate it into practical criteria and advise on an appropriate shortlist.\u003c\/span\u003e\n\u003c\/div\u003e\n        \u003c\/div\u003e\n      \u003c\/div\u003e\n    \u003c\/div\u003e\n  \u003c\/section\u003e\n\n  \u003csection aria-labelledby=\"profession-20106-faq\" style=\"margin-bottom:42px;\"\u003e\n    \u003cdiv style=\"max-width:720px;margin-bottom:22px;\"\u003e\n\u003cp style=\"margin:0 0 9px;color:#7c3aed;font-size:12px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;\"\u003eFAQ\u003c\/p\u003e\n\u003ch2 id=\"profession-20106-faq\" style=\"margin:0;color:#111322;font-size:clamp(28px,4vw,38px);line-height:1.16;letter-spacing:-.025em;\"\u003eQuestions School Psychologist teams should ask\u003c\/h2\u003e\n\u003c\/div\u003e\n    \u003cdiv style=\"border-top:1px solid #cfd3dc;\"\u003e\n      \u003cdetails style=\"padding:22px 0;border-bottom:1px solid #cfd3dc;\"\u003e\u003csummary style=\"cursor:pointer;color:#171a29;font-size:19px;font-weight:700;\"\u003eWhich tasks are suitable for AI?\u003c\/summary\u003e\u003cp style=\"max-width:820px;margin:13px 0 0;color:#555d70;\"\u003eBegin with bounded, reviewable work such as Observation templates for School Psychologist and Meeting summaries. The source material, expected output and person responsible for approval should all be clear.\u003c\/p\u003e\u003c\/details\u003e\n      \u003cdetails style=\"padding:22px 0;border-bottom:1px solid #cfd3dc;\"\u003e\u003csummary style=\"cursor:pointer;color:#171a29;font-size:19px;font-weight:700;\"\u003eWhat must remain human?\u003c\/summary\u003e\u003cp style=\"max-width:820px;margin:13px 0 0;color:#555d70;\"\u003eAssessment, diagnosis, safeguarding, crisis response and therapeutic decisions remain with qualified people.\u003c\/p\u003e\u003c\/details\u003e\n      \u003cdetails style=\"padding:22px 0;border-bottom:1px solid #cfd3dc;\"\u003e\u003csummary style=\"cursor:pointer;color:#171a29;font-size:19px;font-weight:700;\"\u003eHow should tools be compared?\u003c\/summary\u003e\u003cp style=\"max-width:820px;margin:13px 0 0;color:#555d70;\"\u003eUse representative work and compare share of drafts accepted after documented review, correction rate for factual or citation errors, accessibility issues found before publication, completeness of source and approval records. Include correction time, privacy controls, portability, total cost and the quality of human review.\u003c\/p\u003e\u003c\/details\u003e\n    \u003c\/div\u003e\n  \u003c\/section\u003e\n\n  \u003caside style=\"display:flex;flex-wrap:wrap;gap:18px 30px;align-items:center;justify-content:space-between;padding:24px 26px;background:#fafafa;border-left:4px solid #c026d3;border-radius:0 16px 16px 0;\"\u003e\u003cdiv style=\"flex:1 1 480px;\"\u003e\n\u003cstrong style=\"display:block;margin-bottom:4px;color:#171a29;font-size:18px;\"\u003eHuman review is part of the workflow, not a final formality.\u003c\/strong\u003e\u003cspan style=\"color:#5c6375;\"\u003eName the reviewer, define the evidence and document the decision before an AI-supported process goes live.\u003c\/span\u003e\n\u003c\/div\u003e\n\u003cspan style=\"color:#86198f;font-size:12px;font-weight:800;letter-spacing:.11em;text-transform:uppercase;\"\u003ePrepare · review · decide\u003c\/span\u003e\u003c\/aside\u003e\n\u003c\/div\u003e","products":[],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1038\/0905\/7099\/collections\/k-12-education-school-psychologist.png?v=1786653126","url":"https:\/\/guidaio.com\/collections\/k-12-education-school-psychologist.oembed","provider":"Guidaio","version":"1.0","type":"link"}