Ask Sage AI has become my daily copilot for instructional design. In the Analysis & Design stages of ADDIE, I load policy docs, course maps, and old course notes into datasets and use grounded prompting to produce CLO/LO alignments, Bloom’s mappings, rubrics, and lesson storyboards for new course design in minutes, not hours! Recent use example: I transformed a course that existed only as a PPT deck (with notes) into a foundational text/lesson–based course. Ask Sage parsed the slides, organized concepts into a clean module flow, turned notes pages into first-pass lesson narratives, and proposed assessments aligned to our objectives. Even better, it crosswalked the newly generated content against our updated learning objectives, flagged gaps and then adjusted sequencing and phrasing so lessons, activities, and assessments stayed aligned. Outcome: no blank-page pain, easier starting point for the SME to do their magic, fewer rework loops, faster reviews, and clear traceability back to source materials. For IDs who need rigor at speed, Ask Sage is a force multiplier. Nicolas M. Chaillan Ask Sage, Inc. #InstructionalDesign #ADDIE #LearningScience #AIinEducation #AskSage #GenerativeAI
How Ask Sage AI boosts instructional design efficiency
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ELEV8 (ewandzdigital Inc.) – Shaping the Next Generation of Instructional Designers Discover how AI is reshaping Instructional Design and learn to integrate it into your learning solutions. #InstructionalDesign, #LearningAndDevelopment, #Elearning, #CareerGrowth, #Upskilling, #CorporateTraining, #LearningDesigner, #EducationTechnology, #FutureOfWork, #Elev8Bootcamp, Asma Atiq, Aprajita Archy Srivastava, Preeta Chandran, Savita Tambwekar Totre, Sudarshan Chapagain, CPA, CA, MBA, Pankaj Kumar Saxena, Monika Pasik, Rhonda R., Vineeta Nair, Zainab Ghazi
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𝐖𝐞 𝐨𝐟𝐭𝐞𝐧 𝐮𝐧𝐝𝐞𝐫𝐞𝐬𝐭𝐢𝐦𝐚𝐭𝐞 𝐝𝐫𝐚𝐰𝐢𝐧𝐠 𝐚𝐬 𝐚 𝐬𝐞𝐫𝐢𝐨𝐮𝐬 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐭𝐨𝐨𝐥. Yet research and practice show it’s a cornerstone of effective knowledge management. Why? Layering Perspectives: 𝐄𝐚𝐜𝐡 𝐝𝐫𝐚𝐰𝐢𝐧𝐠 𝐛𝐮𝐢𝐥𝐝𝐬 𝐚 𝐫𝐢𝐜𝐡𝐞𝐫 𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐯𝐞 𝐦𝐚𝐩 of concepts and relationships. Clarity: 𝐒𝐤𝐞𝐭𝐜𝐡𝐢𝐧𝐠 forces learners to confront what they truly 𝐮𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝 𝐯𝐞𝐫𝐬𝐮𝐬 𝐰𝐡𝐚𝐭’𝐬 𝐮𝐧𝐜𝐥𝐞𝐚𝐫. Essence & Distillation: 𝐃𝐫𝐚𝐰𝐢𝐧𝐠𝐬 𝐜𝐨𝐧𝐝𝐞𝐧𝐬𝐞 𝐜𝐨𝐦𝐩𝐥𝐞𝐱𝐢𝐭𝐲 into manageable chunks, perfect for recall. Creativity as an Anchor: Novel, imaginative sketches become 𝐦𝐞𝐦𝐨𝐫𝐚𝐛𝐥𝐞 𝐫𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥 𝐜𝐮𝐞𝐬. For educators and leaders in learning, the question is: How can we integrate drawing into the knowledge cycle? Knowledge journals mixing notes with sketches - “Draw the main idea” exercises after lessons - Layered reviews where learners redraw from memory - Collaborative knowledge maps in group settings 𝑫𝒓𝒂𝒘𝒊𝒏𝒈 𝒊𝒔𝒏’𝒕 𝒋𝒖𝒔𝒕 𝒂𝒓𝒕. It’s a 𝐬𝐭𝐫𝐚𝐭𝐞𝐠𝐲 𝐟𝐨𝐫 𝐝𝐞𝐞𝐩𝐞𝐫 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐤𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 transfer. 👉 How have you used visual methods to enhance learning or training in your context? Want more 𝐅𝐑𝐄𝐄 𝐩𝐚𝐫𝐞𝐧𝐭𝐢𝐧𝐠 𝐫𝐞𝐬𝐨𝐮𝐫𝐜𝐞𝐬 like this? Join our community here: https://lnkd.in/gWEp56jZ #WisestLearners #DrawToLearn #SketchNotes #CreativeLearning #VisualLearning #LearningHabits #ActiveLearning #BrainFriendly #SmartStudyTips #DeeperUnderstanding #StudySmarter #EffectiveLearning #AcademicSuccess #GrowthMindset #LearningStrategies
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Imagine this: halfway through a course, you already know which learners are likely to disengage… Not because they told you, but because the data did. That’s the promise of AI-driven predictive analytics in instructional design. It monitors subtle patterns — completion rates, quiz response times, interaction frequency — and highlights where learners are silently struggling. For instructional designers, this changes everything. Instead of reacting after learners drop off, we can now: 🔹 Deliver timely nudges or reminders. 🔹 Recommend remedial content automatically. 🔹 Adjust course pacing or complexity based on real-time performance. 🔹 Support mixed-ability groups with targeted interventions. Research shows that such adaptive systems can increase retention and learning outcomes—especially in self-paced or hybrid environments. The designer’s role doesn’t shrink—it evolves. We become interpreters of learning data, deciding when and how to step in with empathy and precision. #InstructionalDesign #LearningAnalytics #ArtificialIntelligence #EdTech #AdaptiveLearning #LearningDesign #DataDrivenLearning #OnlineLearning #LXDesign
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🌌 A new issue of my newsletter is out: It’s Not a Poster Project Explore why project based learning is one of the most powerful tools in a learning designer’s belt. In this issue, I share: 🔎 Putting the focus on process over product 🌱 Planning the most effective project ⛔ The learning in failure ⚫ The context for this beautiful man-made image Check it out and get inspired! 🔗 https://lnkd.in/gttHjW-X #MusicEducation #PBL #ArtsEd #TeachingStrategies
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📩 50 pages. Zero structure. One impossible deadline. Sound familiar? 👉 Every Instructional Designer knows this pain: staring at messy source files, trying to carve out clear Learning Objectives while the clock ticks. This time, I tried something different. 📂 Dropped the raw training file into OneDrive ⚡ n8n AI Agent picked it up instantly 🤖 Processed the content, aligned it with my prompt 📝 Generated crisp, measurable Learning Objectives in minutes 🧠 Prompt: You are an expert Instructional Designer. Your task is to create clear and measurable Learning Objectives (LOs) from the raw content provided. Steps: 1. Read and chunk the content into key topics or themes. 2. Balance content size with objectives: - About 1 LO per 300–500 words. - Write 4 LOs for short content, 5 LOs for large content, and 6 LOs only for very large content. 3. For each topic, generate exactly 1 Learning Objective. 4. Use Bloom’s Taxonomy verbs. Choose one level from: [Remember, Understand, Apply, Analyze, Evaluate, Create]. 5. Keep Learning Objectives: - Short and simple (max 12–15 words). - Written in bullet points. - Easy to understand and measurable. 6. Format output as a simple bullet-point list of Learning Objectives only, without topics or Bloom’s level labels. 💡 Impact: ⏱️ Cut hours of manual work → done in under 15 minutes 📉 Less rework → aligned directly to source content 📈 More focus → IDs spend time designing learning, not cleaning data ⚠️ Important to note: AI isn’t plug-and-play. Prompts need care, and every output requires a manual proofread. Use it as a speed enabler, not a replacement for human judgment. 👉 This is just Part 1 of a 4-part series. Tomorrow → how these objectives evolve into a structured curriculum framework. #LearningAndDevelopment #InstructionalDesign #Leadership #AIinLearning #Automation
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📢 Grammarly Authorship is now available directly within Canvas LMS! This integration enables entire institutions to adopt transparency in student writing at scale, and I believe this is a game-changer in giving educators the tools they need to build trust in their students. Students can track their writing process in one click, automatically share reports through Canvas submissions, and demonstrate authentic work whether they use AI tools or not. I’m really proud of our work to build Authorship, and we’ve already seen customers generate over 1 million Authorship reports, with institutions like Rowan-Cabarrus Community College seeing dramatic reductions in academic integrity violations. Find out more about how to set up our Canvas Authorship integration here: https://lnkd.in/dn8hBwA3
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I saw this new post prompt at the top of my feed and thought I’d answer it with something straight from the top of my head: Q: What’s one way you’ve used AI to simplify a task? Back at a previous instructional design job, the “accepted” way to build courses was a grind. You’d write a script, record yourself over and over until it sounded right, then sync the animations to your speech rate. If you needed to make edits later, you’d basically start the whole process again. One day I noticed that Absorb (our LMS at the time) had an AI voiceover feature. I dropped my script in, played around with the settings until it sounded like a real human voice, and lined it up with the animations. Suddenly what used to take hours only took about a quarter of the time. The best part? Making edits later was ridiculously easy. That little discovery showed me how AI can take the boring, repetitive stuff off your plate so you can spend more time on the fun and creative parts of the work. Your turn: what’s one way you’ve used AI to simplify your work? Also yes, I am weirdly awake at 4am making pizza while writing this because my brain decided that was the perfect time for productivity. #AIatWork #InstructionalDesign #LearningAndDevelopment #MidnightPizzaProductivity
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When every instructional designer looks the same, clients stop reading after your tool list. That’s where most portfolios die. Everyone says “I build engaging learning experiences.” Few can say: “I help [specific role] reduce [specific cost/time/risk] by X% in Y weeks using [method].” The ID market isn’t shrinking, it’s maturing. Budgets are tighter, stakeholders are savvier, and AI is flooding the field. Generalists are negotiating on price. Specialists are negotiating on impact. Here’s what that means for you: - Pick one niche where your experience gives you context others don’t. - Anchor your offer to one KPI, time-to-competence, error-rate, CSAT... - Turn your process into a learning product, workflows, dashboards. - Build a proof stack, baseline chart, intervention, delta, stakeholder quote. - Use AI for leverage, not shortcuts. Your QA becomes your differentiator. When you do that, you stop being a “course builder” and start being “the person who moves a metric.” I built a carousel to walk you through it with templates for positioning, pricing, and portfolio proof. Swipe through the carousel to see how to reposition from generalist to specialist. If you want the editable templates or want feedback on your positioning line drop your industry + KPI + timeline in the comments. Let’s make your expertise unmistakable. ♻️ Repost if your team needs this shift and connect Bojan Savic #LearningAndDevelopment #InstructionalDesign #CorporateTraining #LearningProducts
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Ever sat through a training session and thought, “This is too much at once”? That’s cognitive overload. As learning designers, we can reduce it by: 1️⃣ Chunking information into manageable pieces 2️⃣ Using visuals and stories instead of text-heavy slides 3️⃣ Building in pauses for processing and reflection When cognitive load is managed well, learners retain more and feel less overwhelmed. 👉 What’s one strategy you use to prevent overload in learning? #CognitiveLoad #InstructionalDesign #LearningDesign #AdultLearning #LearningAndDevelopment
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🚀 From Notes to Insights: Turning NotebookLM Into Your Personal Study Agent Most of us collect endless PDFs, lecture notes, and research papers — but struggle to actually use them. That’s where NotebookLM steps in. Think of it as your AI-powered study partner that helps you learn faster and smarter. Here’s how I’m using it (inspired by the visual below): 🔹 Organize Smartly Create separate notebooks for each project or subject. This keeps your learning neat and searchable. 🔹 Upload Everything Drop in up to 50 files (PDFs, docs, slides, audio, even video) and let NotebookLM weave them together. 🔹 Extract Key Insights Run Q&As on your files to pull out the exact answers you need, and save those nuggets as notes. 🔹 Mind Map Complex Ideas Generate instant mind maps to see how concepts connect — great for revision, brainstorming, and presentations. 🔹 Build Quick Reports Instantly spin up study guides, FAQs, timelines, or briefing documents without starting from scratch. 🔹 Audio & Video Overviews Convert your content into AI-narrated slideshows or quick audio summaries. Perfect for on-the-go learning. 💡 Pro Tips: • Split large docs into sections for sharper answers. • Pair with Gemini Deep Research for deeper dives. • Use Discover to auto-find relevant sources. NotebookLM isn’t just a note storage app — it’s the study agent we’ve all been waiting for. How would you use it to supercharge your learning? #NotebookLM #AIStudyAgent #LearningReimagined #ProductivityHacks #MindMapping #StudyTips #AItools #KnowledgeWorker #LearningWithAI Nyabilli Gulshan Kumar
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6moThank you so much for the kind words!