
Senior Director Organizational Development & Learning
“Identify all corporate wide business gaps/problems and develop training strategies to align employee personal goals with the business vision. “
eLearning & Organizational Advancement
- Platform & Framework Design
- ISD, LMS
- KPI, ROI
e-Learning Instructional Design
BrainSpark.academy – Formerly digitizedi.com
BrainSpark Evolution a learning framework that results in improved learning and lifestyle.

BrainSpark PSS
About BrainSpark
Purpose BrainSparkPSS:
Goal Based Narrations
“Narratives possess power to re-direct the human soul, the ability to change direction of human thought, permanently.” ThirdSons
BrainSpark “to ignite self-motivated learning in the brain onward, toward infinite horizons of knowledge.”

BrainSpark–Change mindset, changes behaviors
Instructional Design Ideas For Best
e-Learning Results
What Is e-Learning?
e-Learning is the digitization of course material to electronic format.
Benefits of eLearning?
Author once, train anywhere!
Author once, train anytime!
Author once, train anyone!
Author once, train thousands!
What Is Instructional Design?
“Instructional Design is the process of gathering and distilling information into bite size increments enabling learners to digest & learn.”
ISD Process Framework Overview

Instructional Design eLearning
What Are Instructional Design – Basics?
e-Learning Instructional Design Basic Components
Anatomy of Instructional Design

Instructional Design is a systematic approach to deliver learning
…I is for Instructional
Design is setting order to any given process
…D is for Design
e-Learning is the digitizing of traditional learning to electronic format
…e is for e-Learning
Digitizedi is digitized instructional design and e-Learning

…d is for digitizedi
A Little History – There are many websites with numerous amounts of information on the subject of instructional system design (ISD) and e-Learning.
There are thousands of experts providing their opinion and expertise on the subject. e-Learning Instructional Design is an industry that has flourished over the past several decades. However, e-Learning and Computer Based Training have only recently been thrust to the forefront with the rise and expansion of the internet.
Purpose Of Digitizedi Instructional Design Website?
To help build effective and better e-Learning, keep trainees motivated and enjoy training. The information this website provides, will help provide correct usage of business analysis, learner analysis, e-Learning Instructional Design, and needs analysis.
Every business and institution can benefit from proper instructional design as it relates to e-Learning. However, the maze of dis-information and misinformation that cloud the field of instructional design and e-Learning has both confused & complicated an initially basic eTraining concept.
What Motivated Me To Create an e-Learning ISD Resource Site?
There are several instructional methodologies, origins and schools of thought. There is also debate on whether or not all design steps in the various development models the most popular instructional model being ADDIE, Analysis Design Develop Implement Evaluation (ADDIE) are necessary in all course development. The latest ISD model being the Successive Approximation Model (SAM)
There is a plethora of new buzz words that constantly flood the e-Learning community, yet these seemingly new terms are often old terms re-worded with a new twist by new sound-bite artists arriving on the scene on any given day.
Even more confusing, there are many definitions used to describe Web-Based Training, Online Learning, Computer Based Training, e-Learning? Are these eTraining definitions all one and the same? Or, are there functional differences that required necessary re-defining? No wonder the terminology of e-Learning Instructional Design has become somewhat confusing.
e-Learning Instructional Design In Transition
But, you can easily, create excellent instructional sound and effective online training for your small company, and you will. My goal is to provide primary Instructional Design and e-Learning related resources to help you reach your company, personal or home school eTraining needs and goals.
Ineffective Instructional Design
To the end-user or trainee, the complex backend system or its expensive cost is irrelevant. The hundreds of hours spent in development, the team of high paid developer professionals, managers, programmers, vendors are worthless if the learner is not motivated to learn.

i …is for instructional
I have also observed the butchering of instructional design, no clear terminal course objective was set, several confusing objectives crammed into single excessively long paragraphs. This is always done “in the interest of saving time.”
More emphasis should be placed on the proper delivery of course objectives to the end user and less attention on backend related components like SCORM, AICC, or obsessiveness over corporate legal related issues.
LMS SABA Learning Management System (how-to; testing, registration & offerings)New e-Learning Development Methods
Large teams of e-Learning developers boasting years of experience does not guarantee a sound e-Learning outcome.

e …is for e-Learning
There is a systematic tried & true approach to creating effective e-Learning Instructional Design.
An aesthetically pleasing interface, strong attention-getting introduction or opening screen are just some components that guarantee a solid and effective online learning experience for the end-user or trainee.
The biggest advantage in providing e-Learning is the ability to incorporate multi-media. Multi, the use of animation, sound and movie videos. These elements are a must in every eTraining project.
For instance, strong attention is given to the course introduction, the eTraining course introduction should capture the trainees attention and include relevant animation (not just frivolous images flying around) and some choice introduction music that will help relax, motivate and set the mood.
In addition, there must be considerations for site navigation, practice activities, proper feedback etc. From an instructional view, the training should include a Whole-Part-Whole anatomy of the course that include brief clearly stated terminal objectives.
Terminal Lesson Objectives
The terminal goal is the unifying thread of the entire course. This terminal goal must clearly state how the training will impact the company and individual. It must integrate the corporate mission statement as part of the overall theme of the course from the introduction and again during the final summary of the eTraining project.
Of course, the training will include all the individual performance goals that lead up to the terminal goal and mastery e-Learning Instructional Design.
The online learning project therefore must be constructed to offer the user a low learning curve and high retention potential.
These are just a few of the components and features that should comprise any e-Learning Instructional Design training program. We’ll cover all these elements in detail throughout this website.
Let’s Get Started Developing the Best e-Learning
How? By placing the focus on the trainee not the backend system.
With all the tools available to create web-based training which one(s) do you use? Which tool is best for the job?
e-Learning Tools, The Wrong Majority
Are training professionals applying the best e-Learning Instructional Design development methods?
Seventy to Ninety percent of corporate industry at large use MS Word and Power Point as the eTraining development tool of choice. These tools first digitize existing content and then auto create what’s referred to as simple electronic page turners. There is nothing wrong with this simple method other than it should not require a full team of professionals and hours of meetings just to reproduce an electronic or PDF course from a printed version of existing course materials.
There are many tools that can build web-based training programs. But you want a tool that offers creativity and flexibility. Why? Because you need the creativity that can help express learning content in an aesthetic and systematic manner. You need the flexibility to easily integrate your learning lessons into existing learning systems that can address both front end and backend advantages.
Which e-Learning Tool To Use?
Three dominate tools are:
You can create impressive and very detailed learning screens, modules and scenarios, It can achieve this without any programming knowledge. But, individuals with Javascript skills, can create even more enhanced and effective learning content. With any of these tools, can build simple cartoon animations on up to database integrated projects. If the learning modules are created properly in the beginning, the modular efforts can be utilized in future LMS systems.
eTraining Development and the Right Tool For the Job
In 30 years have witnessed large corporations employ robust tools such as DreamWeaver, Lectora, and or Captivate to create a simple online “electronic page turner”–this is severe overkill. It further strengthens the notions that the more money thrown at an employee performance problem the better. No wonder so many eTraining projects under perform. eTraining development can be both effective and creative if the right tool is selected for the job.
Your online training or teaching efforts don’t need to fail. You can create effective academic lessons using eLearning development tools. You can succeed where corporate America has failed.
Learning Theory
In the more complicated instance, defining the right approach to training is first determined by which of the three methodologies your training is to be designed:
A decision is then made by the ISD as to which is the proper methodology best applicable to achieve the training goal.
You can build effective and better e-Learning for your students. Learn about the who, what, when, where and why about instructional learning theory basics.

Benefits of e-Learning
The main benefits of e-Learning is listed as follows:
- Author once, publish everywhere – Author once, then publish the e-Learning. With e-Learning you don’t need to schedule multiple classes or hire multiple instructors. After going live, the e-Learning can be accessed from anywhere in the world.
- Clone the best teacher and best practices – The best instructors and their teaching techniques can be cloned with e-Learning. Students and employees can be exposed to the most efficient methods of learning.
- Activity can engage the trainee – We learn by doing. e-Learning can be embedded with various activities and practice screens that will help to reinforce the learning material, accelerate and solidify the mastery of course goals.
- Rapid Development – eLearning tools provides opportunity for rapid development. Anyone can quickly develop engaging etraining courses in days vs months.
A Failing Education School System?
America boasts about having the most computers in the world, the most internet connections in the world, and the best education system in the whole world, they boast to spend more money per student than anyone else in the world.
Why do American students rank at the bottom 23 of the 25 of all developing industrialized nations in math and science? You would not know our education systems is failing 50% of its students if you listen to main stream media.
The e-Learning Instructional Design Solution
Introduction To Lessons Learned e-Learning
Proper e-Learning is a combined synergy of many disciplines to be designed as a student centered project.
In its most complex form, e-Learning projects can include:
- Scenarios,
- Activities,
- Practice Exercises,
- Stories,
- Custom Graphics
- e-Learning Development Tools,
- Supporting Software,
- ISD Models,
- Project Management,
- Memory Techniques,
- Case Studies,
- Complex Back-end systems like SCORM
- Database Driven
- Simulations,
- Programmers,
- Project Mgmnt–Prevent Scope Creep,
- Instructional Designers,
- Course Outlines,
- Storyboards,
- ISD Maps,
- Media Maps,
- Design Documents,
- The psychology of learning,
- Research,
- Complex learning methodologies,
- Memory & Recall Methods
The simplest form of eTraining can involve:
- identifying a problem and
- posting a how-to learning aide.
The goal of this site is to provide e-Learning & Instructional Design Best Practices
It is important to understand all the underlying technical details and learning theories in order to create the most effective training. You need someone who comprehends the complexities of production yet using practical experience produce effective training.
Include a link to your training website project if you wish a review.
e-Learning Instructional Design
Whether you are creating an e-Learning course for a small business, homeschool, or a large corporation, you can build the perfect e-Learning project.

e-Learning and ISD Development Collaborate to design e-Learning programs that are aligned with corporate strategic targets, and student learning objectives.
Developed ROI evaluation methodology to judge learning progress.
Conduct user pilot testing to ensure course objectives are met. Improving production development via CCS and design templates, improve teamwork & workflow among various departments by introducing a systematic approach to applying the ADDIE ISD process.
Training and Nation Building Development
Curriculum Development & Application
Comprehensive Curriculum Mapping that aligns learning paths with the target audience
By following traditional curriculum design framework for instructional design to the letter, to produce a successful eTraining outcomes.
From Beginner to Training Mastery Curriculums
Curriculum BrainSpark Evolution Preview in new tab(opens in a new tab)

National Curriculum Development
Data Driven Storyboarding
Storyboarding Create robust storyboards that provides a roadmap of a project to visually guide the development phase. Storyboard basic elements consists of screen description, screen text, media mapping, narration of what will be said, graphics (what will be created; the more visuals supplied or sketched the better), use of supporting animation, interaction, navigation and branching.


Senior Instructional Design and e-Learning Development Lead
ISD and eLearning Project Development
eLearning Project Management

Knowledge Objects the Bites & Bits of KO Transfer

• A3 Report Writing

• Coaching Root Cause Analysis
• Compliance Training
• Information Security Training

• Strategy Initiatives
• Survey and Questionnaires
• Business Dashboards Realtime Monitoring
• Anti-Corrosion
• Technical Animations Fuel Injector (Animation)

• Fuel Injector Process Flow Diagram (Animation)

• Automotive Systems Overview
• Automobile Development Process Timeline
- Design Stage
- Production Trial
- SOP
• Business Score Card

- DRBFM WORKSHEETS

• MizenBoushi Change Point Management (MBCPM)
• Design Review Based on Test Results (DRBTR)
Intellectual Property

• Picket Fencing
• Global Patent Violations
SMART Goals

- “Identify all corporate wide business gaps / problems. Develop training strategies to set employee career path and personal goals in alignment with the business vision.“
• Strategic Initiatives Evolution

Team Discussion Forum

Corporate, International & Global Team Development

- Team Synergy Development Schemes
- Team Building for Precision Performance
- Collective Effort Comparisons
- Efficacy Scenarios
- Pilot Effectiveness Trials
- Randomized Controlled Training
- Parametric Thinking Team Solutions
Internal Business Initiatives & Philosophies
- Toyota Five Business Concepts
- Challenge, Kaizen, Genchi Genbutsu, Respect, & Teamwork
- PDCA Plan Do Check Act
- TBP Toyota Business Practices
- OJD On the Job Development
- Randomized Controlled Training
- Parametric Thinking Team Solutions
Vehicle Cybersecurity – DRBFM Paradigm

Computer Networks & Vehicle Vulnerabilities
CATIA Business Team Setup
The Instructional Systems Design

Utilizing the ADDIE process and similar frameworks–SAM, AGILE etc, ensures that the majority of the content flow, lesson modules, practice exercises, activities—single or group, knowledge checks and assessments maintain a common unifying thread throughout the entire process.
Blended Learning Methodology: As an experienced eLearning developer, I can employ a wide scope of teaching methodologies that effectively facilitate knowledge transfer. Blended learning (instructor led with Flearning/WBT) concepts and practices appear to promote more of an andragogical or active learner centered design vs traditional pedagogical, didactic passive teacher-centered formats. Blended learning, offer the best outcome of adult learning. Properly developed, blended learning will produce stimulation, motivation (based on natural curiosity), and a more productive training process and experience for the adult learner.
ISD Evolution Paradigm
THE ISD GOLDEN THREAD

Terminal Objective Goal is “the unifying thread” or “golden thread” that binds each instructional phase together. All lessons contain design elements that, utilize a Knowledge Resolution to rectify a Knowledge Deficiency. This approach both enable & motivate the learner toward attaining mastery of the end-goal.

ECONOMICS EVOLUTION
- Sustainable Chains
- Circular Economy Coaching
- Regional Administration of Economics
- Global Economic Development Training
- Leadership Youth–Business Economics
- Emerging Markets
Anatomy of Economics

- Inverse Economic Dynamics
- Economic Value Systems
- Cash Bio A-ology
- Currency vs Lifestyle
- Economically Sustainable
Economic Tale of Two Cities Dashboard–Analytics (zoom)
Quantitative and Qualitative data gathering and analysis, ROI, KPI, Success Case Methods, Descriptive Statistics)
Economic Dashboard Analytics (zoom)

- Outflow Currency Spending Impact
- Local Linear Outflow Spending
- Local Circular Retention Spending Results
- Linear vs Circular Simulations


Research Drives the Decision
- Big Data Economics
- Data Analysis
- Surveys & Questionnaires
- Research & Data Collection
Economic Systems Flow Diagrams (Animation)

- Economic Currency Flow
- Key Economic Components
- Traditional, command, mixed, market
Circular Economics Evolution

Multiplier Effect WRS–BrainSpark Evolution (zoom)

Infinite Sustainable Economics–ISE (zoom)

- WEALTH RETENTION SPENDING (WRS)
- 1X Local Outflow Spending (LOS) vs
- 10X Local Retention Spending (LRS)
- GOOD4Rs– Retention, Redirect, ReCircle, Ripple Effect
- Infinite Sustainable Economy
- Collective Capital Raising (CCR)
- Collective Spending Initiatives (CSI)
- Local, Regional, National, Global
Economy Protection Practices

- Econ Disaster Prevention (EDP)(internal/external)
- Micro Macro Functions
- Economic Permanent Sustainability
- Community Vulnerability Shield
- Protectionism vs Open–Pro/Cons
- Traditional, Command, Mixed, Market
- Disruptions & Impact Mapping
- Import – As a Negative Wealth Redirect (pro/con)
- Government Subsidized Bus & Econ
- Export Predatory Practices
- Eco Disaster Recovery
- Mission-Critical Continuation of Vital Infrastructure
Reality of Airborne Particles – INFOGRAPHIC

Bioaerosols – Simple Interaction == Exponential Double Danger
The reality of airborne particles are, no restrictions or confined distance of travel. One person, with one sneeze, can infect a 100 people in a 60-120 feet area with a slight shift of a breeze.
Bioaerosols – Disbursement Proximity Facts
Talking: 1-50 particles per second
Shouting: 6 times the particle distribution
Coughing: 50mph 3,000 droplets
Sneezing: 100 mph 10,000 droplets
Airborne Life span: 3-6 hours
Aerodynamic: 160 feet, exhaled droplets can travel
HVAC can spread virus or smoke 10 floors up
Airborne particles can remain suspended long after an infected person has left the area.
Source: John Hopkins Airborne Experiment 1956
eLearning Parametric Thinking BrainSpark Evolution
eLearning ISD

A thinking process that considers all related influences, into counter actions, to generate solutions to problems.
- Root Cause Deficiencies & Disruptions to Learning


“e-Learning for brain metamorphosis–individual, community, nation and global transformation. “
UI / UX

U is for User

Key Differences: UI vs. UX
- UI (User Interface): Focuses on visuals, branding, color schemes, typography, buttons, and overall aesthetics.
- UX (User Experience): Ensures usability, smooth navigation, accessibility, and user satisfaction.
Understanding UI/UX: Simplified Definition & Best Practices
UI (User Interface) and UX (User Experience) are essential in web design, ensuring a site is both visually appealing and functionally efficient. While the terminology has evolved, the core concepts remain unchanged.
- Traditionally, “Look & Feel” has transformed into User Interface (UI)—the visual layout, colors, typography, and design elements that set the tone for interaction.
- Meanwhile, “Website Function” is now referred to as User Experience (UX)—how users navigate, interact, and accomplish tasks efficiently.
A well-designed UI enhances aesthetics and reinforces content through graphics, while UX ensures functionality minimizes unnecessary steps, keeping interactions smooth. Menus, navigation structures, and layout planning play a crucial role in reducing friction and improving usability.

10 Basics of Other UI/UX Features
- Simplicity: Keep design minimal and intuitive.
- Consistency: Use uniform colors, fonts, and layouts.
- Mobile Responsiveness: Ensure usability across all devices.
- Fast Load Speed: Optimize images and code to prevent delays.
- Clear Navigation: Use logical menus with minimal drill-down.
- Readability: Prioritize legible fonts and sufficient contrast.
- Effective Call-to-Action (CTA): Guide users toward key actions.
- User Feedback: Provide confirmation messages and error alerts.
- Accessibility: Design for all users, including those with disabilities.
- User Testing: Continuously refine based on real user behavior.
Mastering UI and UX ensures a website is both attractive and highly functional, leading to better engagement and satisfaction.

ANATOMY OF Artificial Intelligence (AI)
A BRIEF AI SUMMARY
AI (ISD) & eLearning:
A One Man Team of 20!
Artificial Intelligence (AI) is transforming instructional design (ISD) and eLearning by enhancing personalization, efficiency, and engagement. AI-powered tools analyze learner data to create adaptive learning experiences, tailoring content to individual needs. For example, AI-driven platforms like ChatGPT, Scribe, and adaptive learning systems adjust difficulty levels in real-time based on learner performance, improving knowledge retention.
In content development, AI accelerates course creation by generating quizzes, summaries, and even full lessons from text inputs. Tools like Articulate 360, Synthesia, and Canva Magic Write leverage AI to automate tasks such as scripting, video generation, and graphic design, reducing production time. Additionally, natural language processing (NLP) enables AI chatbots and virtual tutors to provide instant learner support.
AI also enhances assessment and feedback. Machine learning algorithms analyze responses to detect knowledge gaps and recommend targeted remediation. Automated grading systems, powered by AI, provide instant feedback on assignments, freeing instructors to focus on higher-level teaching strategies.
Another key application is predictive analytics, where AI identifies at-risk learners by tracking engagement patterns, allowing for timely interventions. Furthermore, AI-powered simulations and gamification make learning more immersive through virtual reality (VR) and augmented reality (AR) integrations.
The Power of AI= (10X)
One multi-skilled ID developer can complete in one hour what previously took a ten man team of specialized professionals 40 hrs. A 90% reduction of ten-fold, both in manpower production and development time. Consequently, it is quickly realize that a ficticious 100K budget, is reductively decreased to 10K.
A USE SUMMARY
Partial ISD & ELearning List for a Preliminary
Conceptual View
Included is a comprehensive list of AI apps/tools organized by instructional design (ID) tasks, helping you streamline ADDIE course development from objectives to evaluation.
1. AI Assistant
Description: AI-powered virtual assistants that answer questions, and automate workflows using natural language processing (NLP).
Examples:
- Siri (Apple)
- Google Assistant
- Amazon Alexa
Instructional Design Uses:
- Automated Learner Support – Chatbots answer student FAQs in an LMS.
- Personalized Reminders – Sends deadline alerts and study tips.
- Voice-Activated Quizzes – Students verbally answer quiz questions via Alexa.
2. AI Agents
Description: Autonomous or semi-autonomous AI systems that perform tasks (“autonomously do something”), make decisions, and interact with environments.
Examples:
- Customer service chatbots (e.g., Zendesk Answer Bot)
- Autonomous trading bots (e.g., MetaTrader AI)
- Smart home automation agents (e.g., Samsung SmartThings)
Instructional Design Uses:
- Adaptive Tutoring – AI agents adjust difficulty in real-time (e.g., math problems).
- Scenario-Based Training – Chatbot agents simulate customer service role-plays.
- Automated Feedback – AI reviews assignments and provides instant critiques.
3. LMS Platform (Learning Management System)
Description: Software for delivering, tracking, and managing educational courses, often integrated with AI for personalized learning.
Examples:
- Moodle (with AI plugins)
- Blackboard Learn
- Canvas
Instructional Design Uses:
- Learner Analytics – AI tracks progress and suggests interventions.
- Auto-Generated Learning Paths – Recommends courses based on skill gaps.
- Gamification – AI adjusts badges/leaderboards based on engagement.
4. Multi-Modal Hybrid AI
Description: AI systems that combine multiple input/output modes (text, speech, images, etc.) for richer interactions.
Examples:
- GPT-4 (text + image processing)
- Google Gemini (multi-modal AI)
- OpenAI’s CLIP (vision + language)
Instructional Design Uses:
- Interactive Text + Video Lessons – AI generates summaries from lecture videos.
- Language Learning – Combines speech recognition + visual flashcards.
- Accessibility – Converts speech to text/sign language for inclusive learning.
5. Content Generators
Description: AI tools that create text, images, videos, or other media based on user inputs.
Examples:
- ChatGPT (text generation)
- DALL·E (AI image generation)
- Jasper (marketing content)
Instructional Design Uses:
- Rapid Course Material Creation – AI drafts lesson outlines or scripts.
- Localized Content – Translates training materials into multiple languages.
- Custom Scenarios – Generates case studies for role-playing exercises.
6. Teaching Assistance AI
Description: AI tools that support educators with grading, lesson planning, and student engagement.
Examples:
- Gradescope (automated grading)
- Carnegie Learning’s MATHia (adaptive tutoring)
- Knewton (personalized learning)
Instructional Design Uses:
- Automated Grading – AI evaluates essays/math problems.
- Lesson Plan Suggestions – Recommends activities based on class performance.
- Student Sentiment Analysis – Detects confusion/frustration in discussion forums.
7. AI Prompt Engineering
Description: The skill of crafting effective inputs (prompts) to optimize AI model outputs.
Examples:
- OpenAI’s prompt guidelines for ChatGPT
- Midjourney prompt crafting for image generation
- Hugging Face’s prompt optimization tools
Instructional Design Uses:
- Customized Learning Prompts – Designs queries to generate tailored study guides.
- Scenario Generation – Creates branching dialogue for simulations.
- Assessment Question Design – AI helps craft high-quality quiz questions.
8. VR Training (AI + Virtual Reality)
Description: AI-enhanced virtual reality simulations for immersive training.
Examples:
- Strivr (corporate VR training)
- Osso VR (medical surgical training)
- Talespin (soft skills VR training)
Instructional Design Uses:
- Safety Simulations – AI adjusts VR scenarios for hazard training (e.g., fire drills).
- Medical Procedures – Guides learners through virtual surgeries with real-time feedback.
- Soft Skills Practice – AI-driven avatars simulate difficult workplace conversations.
9. Game-Based AI Learning
Description: AI-driven educational games that adapt to learners’ skill levels.
Examples:
- Duolingo (adaptive language learning)
- Prodigy Math (game-based math learning)
- Minecraft Education Edition (AI-powered lessons)
Instructional Design Uses:
- Adaptive Challenges – Adjusts game difficulty based on learner performance.
- Microlearning Quests – Short, AI-generated puzzles reinforce concepts.
- Collaborative Learning – AI facilitates team-based problem-solving games.
10. AI Disciplines
Description: Subfields of AI research and application.
Examples:
- Machine Learning (e.g., TensorFlow)
- Computer Vision (e.g., OpenCV)
- Natural Language Processing (e.g., BERT)
Instructional Design Uses:
- Predictive Analytics – Identifies at-risk students using ML algorithms.
- Natural Language Feedback – NLP tools analyze student writing.
- Computer Vision Proctoring – Detects exam cheating via eye-tracking.
11. Platforms & Frameworks
Description: Tools and libraries for developing AI models.
Examples:
- TensorFlow (Google)
- PyTorch (Meta)
- Scikit-learn (ML library)
Instructional Design Uses:
- Custom AI Tutors – Built with TensorFlow/PyTorch for specific subjects.
- Automated Course Tagging – Uses NLP to categorize LMS content.
- Sentiment Analysis – Monitors learner engagement in forums.
12. Resources AI
Description: Datasets, APIs, and tools for AI development.
Examples:
- Kaggle (datasets & competitions)
- OpenAI API
- Hugging Face (NLP models)
Instructional Design Uses:
- Curated Learning Datasets – AI recommends research papers or case studies.
- API-Powered Flashcards – Pulls key terms from textbooks automatically.
- Real-World Problem Banks – Generates industry-relevant case studies.
13. IDE (Integrated Development Environment for AI)
Description: Software for coding, testing, and deploying AI models.
Examples:
- Jupyter Notebook
- Google Colab
- PyCharm (with AI plugins)
Instructional Design Uses:
- Coding Tutorials – Jupyter Notebooks with AI-generated examples.
- Debugging Practice – AI suggests fixes for learner coding errors.
- Interactive Textbooks – Live code snippets adjust to learner inputs.
14. LMS (Learning Management System – AI-Powered)
Description: AI-enhanced LMS platforms for adaptive learning.
Examples:
- Docebo (AI recommendations)
- Sana Labs (adaptive learning)
- Cornerstone (AI-driven upskilling)
Instructional Design Uses:
- Dynamic Content Delivery – Serves videos/readings based on preferences.
- Peer Matching – AI pairs learners for collaborative projects.
- Competency Mapping – Auto-generates skill graphs for career paths.
15. KO Cube (Knowledge Organization Cube)
Description: A structured AI knowledge management system for organizing learning content.
Examples:
- IBM Watson Discovery (knowledge mining)
- Notion AI (knowledge organization)
- Guru (AI-powered knowledge base)
Instructional Design Uses:
- Concept Mapping – AI visualizes relationships between course topics.
- Just-in-Time Learning – Recommends micro-lessons during workflow.
- Expertise Tracking – Identifies knowledge gaps across teams.
16. Multimedia AI
Description: AI tools for creating/editing multimedia content.
Examples:
- Runway ML (AI video editing)
- Descript (AI audio/video editing)
- Adobe Firefly (AI-generated graphics)
16. Multimedia AI
Instructional Design Uses:
- AI Voiceovers – Converts text to natural-sounding narration.
- Automated Video Editing – Highlights key moments in lectures.
- Interactive Infographics – AI updates data visualizations in real time.
17. Learning Authoring Software
Description: AI-powered tools for creating e-learning courses.
Examples:
- Articulate 360 (AI-assisted course creation)
- Elucidat (adaptive learning design)
- Lectora (AI-enhanced authoring)
Instructional Design Uses:
- Template-Based Storyboarding – AI suggests layouts for e-learning modules.
- Accessibility Checks – Auto-captions/alt-text for compliance.
- A/B Testing – AI compares two versions of a course for effectiveness.
18. Graphics & Illustration Software (AI-Powered)
Description: AI tools for digital art and design.
Examples:
- Canva (AI design tools)
- Adobe Illustrator (AI-powered features)
- Deep Dream Generator (AI art)
Instructional Design Uses:
- Custom Illustrations – Generates diagrams for technical training.
- Animated Explainers – AI storyboards complex processes.
- Brand-Aligned Design – Auto-formats slides in corporate style.
19. 3D Creation Software (AI-Enhanced)
Description: AI-assisted 3D modeling and animation tools.
Examples:
- Blender (AI plugins for rendering)
- NVIDIA Omniverse (AI-powered 3D workflows)
- Autodesk Maya (AI-assisted animation)
Instructional Design Uses:
- Virtual Labs – AI simulates physics/chemistry experiments.
- Historical Reconstructions – 3D models ancient sites for history classes.
- Product Training – Interactive 3D models for equipment demos.
ADDIE, AI, ISD & APPS
Here’s a list of AI tools organized by instructional design (ID) tasks, helping you streamline course development from ADDIE objectives to evaluation.

1. Defining Learning Objectives & Analysis
AI tools that assist in needs analysis, goal setting, and competency mapping:
- ChatGPT (OpenAI) – Generate and refine learning objectives based on Bloom’s Taxonomy.
- Claude AI (Anthropic) – Helps align objectives with business goals.
- Notion AI – Organize and structure learning goals.
- Learney (AI-powered learning path generator).
- Sana Labs – AI-driven competency mapping.
2. Creating Course Outlines & Curriculum Design
AI tools for structuring courses, generating syllabi, and sequencing content:
- ChatGPT / Claude AI – Generate course outlines based on input parameters.
- Curipod – AI-assisted lesson planning.
- Education Copilot – Generates structured lesson plans.
- MagicSchool AI – Helps design curriculum frameworks.
- Khan Academy’s Khanmigo – AI tutor for curriculum suggestions.
3. Storyboarding & Scriptwriting
AI tools for rapid storyboard creation, scriptwriting, and scenario design:
- Tome.app – AI-powered storyboarding with narration.
- Synthesia – AI video scripting & storyboard templates.
- ChatGPT / Claude AI – Generate dialogue, scenarios, and scripts.
- Canva Docs AI – Helps structure storyboard text.
- StoryboardThat (AI-assisted visual storyboarding).
4. Content Creation (Text, Video, Audio, Graphics)
AI tools for generating multimedia learning materials:
A. Text-Based Content
- Jasper AI – Writes course content, summaries, and quizzes.
- Copy.ai – Generates learning material drafts.
- Writesonic – Creates lesson summaries, FAQs.
- Quillbot – Paraphrases and enhances content.
B. AI-Generated Graphics & Visuals
- Midjourney / DALL·E 3 – Creates custom illustrations.
- Canva AI (Magic Studio) – Generates slides, infographics.
- Adobe Firefly – AI-powered design assets.
- Pictory – Converts text to visuals.
C. AI Video & Animation
- Synthesia – AI avatars for video lectures.
- HeyGen – AI presenter videos.
- InVideo AI – Converts scripts to videos.
- Pictory – Summarizes long videos for microlearning.
D. AI Audio & Voiceovers
- Murf.ai – AI voiceovers in multiple accents.
- ElevenLabs – Ultra-realistic AI narration.
- Descript – AI-powered audio editing.
5. Interactive & Adaptive Learning Tools
AI tools for personalized learning, simulations, and branching scenarios:
- Century Tech – AI-driven adaptive learning paths.
- Squirrel AI – Personalized tutoring system.
- BranchTrack – AI-assisted scenario-based learning.
- Moodle with AI plugins – Adaptive quizzes.
6. Assessment & Feedback
AI tools for automated grading, quiz generation, and feedback:
- Quizgecko – AI-generated quizzes from text.
- QuestionWell – Creates assessment questions.
- Gradescope – AI-assisted grading.
- Formative AI – Real-time learner feedback.
7. AI-Powered LMS & Authoring Tools
AI-enhanced Learning Management Systems & course builders:
- Docebo – AI-curated learning paths.
- Absorb LMS (AI features) – Recommends content.
- Coursera’s AI course suggestions.
- Articulate 360 (AI-powered Rise 360 blocks).
8. AI for Localization & Accessibility
Tools for translation, closed captions, and accessibility:
- DeepL – AI-powered translation.
- Kaltura – Auto-captioning for videos.
- Microsoft Immersive Reader – AI text-to-speech.
9. AI Analytics & Learner Engagement
Tools for tracking engagement, predicting dropouts, and improving retention:
- EdApp’s AI-powered analytics.
- Brightspace Insights (D2L) – Predictive analytics.
- Cognota – Tracks ID workflow efficiency.
10. AI for ID Productivity & Workflow
- Otter.ai – Transcribes ID meetings.
- Fireflies.ai – AI meeting summaries.
- ClickUp AI – Task automation for ID projects.
Final Thoughts
The best AI tools for instructional designers depend on the task:
- Need objectives? → ChatGPT, Claude AI
- Storyboarding? → Tome.app, Synthesia
- Graphics? → Midjourney, Canva AI
- Quizzes? → Quizgecko, QuestionWell
- Video? → Synthesia, Pictory
Contact Info: eMail Ike Austin