Human-Guided AI Workflow Experiments
Prompt Labs
Prompt Labs is not just about prompting. It is about reducing ambiguity so humans and AI can work together more reliably.
Featured AI Workflow labs
Professional Services Workflow Labs
Helps project managers identify dependencies, structure milestones, manage blockers, and organize execution workflows.
check whether an AI use fits firm policy, vet new tools, handle client disclosure questions, report concerns, and document and route requests to the right people.
Modern AI resume enhancers have one negative side-effect, they hallucinate. If you want a resume enhancer that tells the truth, click this link.
Litigation & Legal Operations Workflow Lab
Guided AI prototypes for deposition practice, trial preparation, case flow, demand readiness, and legal technology adoption.
Research & Resources
Whitepapers
The Instructional Designer’s Guide to AI Prompting
Prompt Preparation for Instructional Designers
Mitigating AI
Hallucinations
Does AI
Hallucinate?
Research & Resources
LinkedIn Newsletters
The AI Memory Hack Newsletter
Getting Hired in 2026 Newsletter
Daily AI Blueprinter Newsletter
From the Lab
AI Blueprinter Tools
Structured prompts for expert results. Each blueprint guides you through a simple process to build context-rich prompts that work on the first try.
Live in the Wild
Applications / Platforms
Operational experiments and real-world AI platforms built from the same workflow philosophy behind this lab.
Perpetuoso
Intellabots
AI Blueprinter
Scenaryoze
PODCAST INTERVIEW: When Your Bot Writes Poetry for Execs
Chuck Nealis joins Zohra Mutabanna on Inside Tech Comm to discuss AI hallucinations, structured prompting, context windows, triangulated review, and practical ways to make generative AI more reliable.
Topics Discussed
-
-
-
- Mitigating AI hallucinations
-
-
-
-
-
- Structured decomposition
-
-
-
-
-
- Explicit prompting
-
-
-
-
-
- Context-window management
-
-
-
-
-
- Triangulated AI review
-
-
-
-
-
- Human-guided AI reliability
-
-
From the Author
Books by Chuck Nealis available on Amazon
Practical guides, professional frameworks, and a sci-fi comedy — all written from real experience in the lab.
Instructional Design COMPANION
Developing a Growth Mindset Culture
The Last Chromosome
Work in Progress
Experimental Lab
A space for unfinished experiments, odd AI workflows, prototypes, strange ideas, and sandbox systems. Curious experimentation rather than polished enterprise product.
VIDEOS - NEW TECHNIQUES
Below is an example of self-deprecation. Had a very strange idea for creating a sample video; what if the video had me put on a few pounds and I did a standup comedy routine about organizational change management. Never planned on sharing with others but If we can’t make fun of ourselves…
INSTRUCTIONAL DESIGN SAMPLES
ARTICULATE STORYLINE COURSES
ARTICULATE STORYLINE GAMES
ID TOOLS I DEVELOPED
VISUAL PODCASTS
It is no secret that there is a mental health crisis amongst our youth. What if we could provide spiritual content in the form of TikTok reels? PresenterPilot has become VisualPodcasts.com.
GRAFFIES
Traditional e-learning relies heavily on text and narration. Graffies offers something different: podcast infographic videos where two AI hosts — Puck and Leda — discuss your content in a conversational format. In under 60 seconds, complex topics become engaging audio-visual summaries. Export as MP4 and embed directly into Storyline, Rise, or Captivate courses. Ideal for lesson hooks, concept reinforcement, or standalone microlearning moments.
SCENARYOZE
Scenario-based learning is one of the most effective instructional strategies — and one of the most time-consuming to produce. Scenaryoze changes that by turning a training problem into a fully voiced, multi-character dialogue video in minutes. An AI guide walks you through a structured six-step workflow to shape your scenario, then generates a professional video featuring a cast of nine distinct characters. Export in 16:9, 4:3, or 1:1 mobile formats and drop directly into Storyline, Rise, or Captivate — no editing software, no voice actors, no production overhead. Ideal for decision-making practice, customer service simulations, compliance training, or any moment where learners need to see a situation play out before they have to handle it themselves.
SALES ENABLEMENT TRAINING STUDIO
Most sales training stops at methodology. Intellabots bridges the gap between learning and doing through AI-powered role-play. CoachBots teach proven frameworks like Value Selling and Challenger Selling; ExecutiveBots simulate realistic buyers with common objections. Customize with your company’s actual products and challenges. Export as interactive exercises for Storyline, Rise, and other authoring tools. Unlimited team access. Build rep confidence through realistic practice before facing real clients.
TRADITIONAL VIDEOS
EXECUTIVE TRAINING O&G 2015
Used several leading-edge methods of generating this pyramid. I used code to convert the 2d pyramid to 3d in PowerPoint, and then reverse engineered the drawing to create the video. Generated the final video output using Camtasia.
DELTEK EXPLAINER VIDEO 2017
This video discusses performance support videos to a Deltek audience. It incorporates explainer and drawing video style.