{"id":3078,"date":"2026-02-25T16:27:19","date_gmt":"2026-02-25T16:27:19","guid":{"rendered":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/?page_id=3078"},"modified":"2026-03-02T00:33:28","modified_gmt":"2026-03-02T00:33:28","slug":"ai-for-productivity","status":"publish","type":"page","link":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/ai-for-productivity\/","title":{"rendered":"AI1 &#8211; AI for Productivity"},"content":{"rendered":"\n<h1 class=\"wp-block-heading has-x-large-font-size\">AI for Productivity<\/h1>\n\n\n\n<p>AI can support staff by reducing repetitive tasks and improving efficiency across planning, assessment and communication. Used appropriately, it provides high-quality starting points that professionals can refine and adapt to their context.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"107\" src=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-1024x107.png\" alt=\"\" class=\"wp-image-3090\" srcset=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-1024x107.png 1024w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-300x31.png 300w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-768x80.png 768w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-800x84.png 800w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3.png 1260w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"#Impact\">Impact<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"#Applications\">Applications<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"#Resources\">Resources &amp; Support<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a href=\"#CaseStudies\">Case Studies<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"107\" src=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-1024x107.png\" alt=\"\" class=\"wp-image-3090\" srcset=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-1024x107.png 1024w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-300x31.png 300w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-768x80.png 768w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3-800x84.png 800w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154639\/Inspire-Spacer-very-thin-3.png 1260w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading Impact has-large-font-size\" id=\"Impact\">Impact<\/h2>\n\n\n\n<p>When used purposefully, AI can:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reduce time spent on drafting and formatting<\/li>\n\n\n\n<li>Support faster differentiation of materials<\/li>\n\n\n\n<li>Increase consistency in assessment design<\/li>\n\n\n\n<li>Free up time for feedback, relationships and responsive teaching<\/li>\n\n\n\n<li>Improve access to research and professional learning<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"107\" src=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154840\/Inspire-Spacer-very-thin-4-1024x107.png\" alt=\"\" class=\"wp-image-3091\" srcset=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154840\/Inspire-Spacer-very-thin-4-1024x107.png 1024w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154840\/Inspire-Spacer-very-thin-4-300x31.png 300w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154840\/Inspire-Spacer-very-thin-4-768x80.png 768w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154840\/Inspire-Spacer-very-thin-4-800x84.png 800w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154840\/Inspire-Spacer-very-thin-4.png 1260w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-large-font-size\" id=\"Applications\">Applications<\/h2>\n\n\n\n<p>AI can support productivity in areas such as:<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Planning<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Draft lesson outlines aligned to CfE<\/li>\n\n\n\n<li>Generate learning intentions and success criteria<\/li>\n\n\n\n<li>Create interdisciplinary project ideas<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Assessment<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Produce retrieval questions and quizzes<\/li>\n\n\n\n<li>Draft rubrics or marking checklists<\/li>\n\n\n\n<li>Generate practice exam-style questions<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Differentiation<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adjust reading age of texts<\/li>\n\n\n\n<li>Create scaffolded versions of tasks<\/li>\n\n\n\n<li>Provide alternative explanations of concepts<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Communication<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Draft letters or newsletters (professionally reviewed)<\/li>\n\n\n\n<li>Summarise key messages for families<\/li>\n\n\n\n<li>Structure reports before personalisation<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"107\" src=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154336\/Inspire-Spacer-very-thin-1-1024x107.png\" alt=\"\" class=\"wp-image-3085\" srcset=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154336\/Inspire-Spacer-very-thin-1-1024x107.png 1024w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154336\/Inspire-Spacer-very-thin-1-300x31.png 300w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154336\/Inspire-Spacer-very-thin-1-768x80.png 768w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154336\/Inspire-Spacer-very-thin-1-800x84.png 800w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24154336\/Inspire-Spacer-very-thin-1.png 1260w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-large-font-size\" id=\"Resources\">Resources &amp; Support<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Professional Learning (CLPL)<\/h3>\n\n\n\n<p>Access Inspire Learning professional learning materials, recorded sessions and guidance to build confidence in using AI for planning, assessment and differentiation.<\/p>\n\n\n\n<p>Inspire Learning CLPL Catalogue: <a href=\"https:\/\/blogs.glowscotland.org.uk\/sb\/professionallearning\/digital\/\">Inspire Learning \u2013 Professional Learning<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">AI Prompt Bank<\/h3>\n\n\n\n<p>Visit our <a href=\"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/ai-prompt-library-guidance\/\">AI Prompt Library &amp; Guidance<\/a> page to explore structured, curriculum-aligned prompt examples designed to support:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lesson planning<\/li>\n\n\n\n<li>Question generation<\/li>\n\n\n\n<li>Differentiation of activities and resources<\/li>\n\n\n\n<li>Assessment design<\/li>\n\n\n\n<li>Communication drafting<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Ethical &amp; Sustainable Use<\/h3>\n\n\n\n<p>Before embedding AI into routine practice, review the <a href=\"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/ai-ethical-sustainable-use\/?preview_id=3127&amp;preview_nonce=7975ed48a0&amp;preview=true\"><strong>Digital Safety, Ethics &amp; Sustainability<\/strong> <\/a>page to ensure alignment with data protection, academic integrity and digital wellbeing expectations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Using AI with Learners<\/h3>\n\n\n\n<p>Where AI is used directly with learners, refer to the <strong><a href=\"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/ai-use-with-pupils\/\">Using AI with Learners<\/a> <\/strong> guidance to ensure safe, age-appropriate and standards-aligned implementation.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"107\" src=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-1024x107.png\" alt=\"\" class=\"wp-image-3092\" srcset=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-1024x107.png 1024w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-300x31.png 300w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-768x80.png 768w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-800x84.png 800w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5.png 1260w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-large-font-size\" id=\"CaseStudies\">Case Studies<\/h2>\n\n\n\n<p><strong>These case studies highlight real examples of how staff across SBC are using AI purposefully and responsibly to support learning, teaching and professional practice.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\"><strong>Plan a School Trip with AI<\/strong><\/h3>\n\n\n\n<p><strong>Context<\/strong><\/p>\n\n\n\n<p>A teacher was organising a STEM field trip during a busy end-of-term period.<\/p>\n\n\n\n<p><strong>AI Use<\/strong><\/p>\n\n\n\n<p>AI was used to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Generate a structured planning checklist<\/li>\n\n\n\n<li>Draft a parent letter<\/li>\n\n\n\n<li>Create a cost breakdown table<\/li>\n\n\n\n<li>Suggest risk assessment headings<\/li>\n\n\n\n<li>Link the trip to Curriculum for Excellence outcomes<\/li>\n<\/ul>\n\n\n\n<p>All materials were reviewed and adapted to meet school and local authority requirements.<\/p>\n\n\n\n<p><strong>Impact<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reduced administrative planning time<\/li>\n\n\n\n<li>Improved organisation and clarity<\/li>\n\n\n\n<li>Increased confidence that key steps were not missed<\/li>\n\n\n\n<li>Freed up time to focus on learning activities linked to the film<\/li>\n<\/ul>\n\n\n\n<p><strong>Key Message<\/strong><\/p>\n\n\n\n<p>AI streamlines planning so teachers can prioritise learning rather than logistics.<\/p>\n\n\n\n<p><strong>Similar Applications<\/strong><\/p>\n\n\n\n<p>This approach can also support planning for residentials, extracurricular trips, curriculum enrichment days or whole-school projects where structured organisation and clear communication are required.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"107\" src=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-1024x107.png\" alt=\"\" class=\"wp-image-3092\" srcset=\"https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-1024x107.png 1024w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-300x31.png 300w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-768x80.png 768w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5-800x84.png 800w, https:\/\/blogs.glowscotland.org.uk\/sb\/public\/inspiresbc\/uploads\/sites\/3829\/2026\/02\/24155113\/Inspire-Spacer-very-thin-5.png 1260w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\">\ud83d\udee1 AI should be used purposefully, responsibly and ethically, protecting data, wellbeing and the integrity of learning and national qualifications delivered through <a href=\"https:\/\/www.qualifications.gov.scot\/\" data-type=\"link\" data-id=\"https:\/\/www.qualifications.gov.scot\/\">Qualifications Scotland<\/a>.<\/h5>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI for Productivity AI can support staff by reducing repetitive tasks and improving efficiency across planning, assessment and communication. Used appropriately, it provides high-quality starting points that professionals can refine and adapt to their context. Impact Applications Resources &amp; Support Case Studies Impact When used purposefully, AI can: Applications AI can support productivity in areas such as: Planning Assessment Differentiation Communication Resources &amp; Support Professional Learning (CLPL) Access Inspire Learning&hellip;<\/p>\n","protected":false},"author":9491,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3078","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/pages\/3078","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/users\/9491"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/comments?post=3078"}],"version-history":[{"count":21,"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/pages\/3078\/revisions"}],"predecessor-version":[{"id":3173,"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/pages\/3078\/revisions\/3173"}],"wp:attachment":[{"href":"https:\/\/blogs.glowscotland.org.uk\/sb\/inspiresbc\/wp-json\/wp\/v2\/media?parent=3078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}