Shadow Excel Syndrome: Is Your Workflow Really A Spreadsheet?
Quick check to reveal what role that dependable 'local' excel file is playing in your workflow and dashboards.
Latest
Meeting-As-Integration-Layer: Is This You? đź‘€
Quick check on how much heavy lifting that recurring meeting is doing for your formal operation systems. Have you ever wondered if the meeting should be part of your process maps?
Zombie Spreadsheet: Are You Running Similar Operating System?
Quick check on how much heavy lifting the spreadsheet is doing compared to your official tools... or maybe the spreadsheet is the official-unofficial tool?
Review Queue: Did AI Really Save Time Or Shift The Work?
Five quick questions and the detail behind it about what happens when content generation gets faster but human attention does not move at the same speed.
Human API: Do You Have A Hidden Corporate Glue?
Five quick questions about the invisible human integration between systems, teams, rules knowledge, and exceptions.
Guide: Check Where The Next Manager Comes From
A lightweight workforce scenario check for connecting today’s junior intake with the future pool of experienced people available for leadership roles.
Quiz: Who Becomes the Manager in Five Years If AI Is The New Apprentice?
Quiz on what happens if you cut entry level today to save cost immediately, but discover the missing manager several years later. This is a projection, not a prophecy but the pipeline deserves a look.
Guide: Where Does Entry Level Job Task Practice Happen Now?
A lightweight foundational-work check for identifying what a starter task teaches before automation removes or changes it. Pick one starter task, don't redesign the entire graduate programme today.
Quiz: If AI Takes the Beginner Work, Where Do Beginners Learn?
A quick workforce quiz about AI removing routine starter work that also provided practice, feedback and organisational learning. The task was repetitive. It was also where people learned what “good” looked like before the difficult cases arrived, but AI is here.
Guide: Check Which Entry Role Tasks Are Disappearing
A simple role check for seeing which starter tasks disappeared, which judgement tasks moved earlier and what support replaced the old learning path. Pick one junior role i.e. one role, one team, one current workflow.
Quiz: Why Does “Entry Level” Jobs Now Require Senior Level Judgement?
A quick career-pattern quiz about routine starter tasks being automated while judgement, verification and strategic thinking move earlier into junior roles. The role is entry-level but the jobs now include reviewing AI, spotting subtle errors, explaining exceptions and defending recommendations.
Guide: What Is The AI Agent Actually Allowed to Do?
A lightweight check for defining what one agent may recommend, prepare, approve or execute and where a human must take over. Pick one agent and one workflow, try not to design the enterprise autonomy framework today.
Patterns
Quiz: Can Your AI Agent Recommend, Prepare, Approve or Execute?
A quick scenario quiz for defining how far an AI agent can go before human approval, escalation or accountability is required.
Guides
Guide: Who Owns An Orphaned AI Agent?
A simple agent ownership check for one AI agent, automation or scheduled workflow that can act after its original creator steps away. Pick one agent to practice the check with, not the full inventory yet.
Patterns
Quiz: Orphaned AI Agents and Who Adopts Them After Owner Exits.
A quick workplace quiz about AI agents that remain after their creators exit and the agents retain schedules, permissions, dependencies and business responsibilities.
Guides
Guide: Check How Many Times AI Was Re-prompted
A lightweight retry check for following one AI task from first call to accepted outcome. Pick one repeatable AI tasK but don't attempt to audit the whole stack.
AI FinOps
Quiz: AI Retry Loop Tax - How Much Re-prompting Is Going On?
A quick quiz about failed outputs, regeneration, silent retries and the hidden cost of brittle AI workflows. Ask, then regenerate, then switch model and try again. The answer eventually arrives but so does the invisible cost.
Guides
Guide: AI Token Value Check On What Work Actually Improved
A quick AI value check for connecting one workflow’s usage to the actual work it completes. Pick one workflow e.g. customer case, analysis, report, coding task, classification step or internal request.
Patterns
Quiz: Tokenmaxxing, What Else Other Than Your Token Usage Went Up?
A quick quiz about AI usage, tokens, model choice and why completed business outcomes matter more than a bigger usage number. Tokens doubled, text generated doubled but did the decision closure time improve?
Guides
Guide: Who Paid for the AI Shortcut?
A quick practical check for following one AI output from creation to the person who has to trust, review, repair or use it. Pick one output; One email, report, slide deck, summary, analysis or customer response.
Patterns
Quiz: Workslop Tax, Did You Save Time By Wasting Someone Else’s?
A quick workplace quiz about AI-generated work that saves time for the creator while transferring interpretation, verification and repair work downstream to other teams/tools.
Guides
Guide: An AI Transparency Check, Does This Need an AI Label?
Does This Need an AI Label? An AI Transparency Check Suggested meta description: A lightweight transparency check for one AI interaction or piece of synthetic content before it goes live.
Patterns
Quiz: EU AI Act Article 50: Does AI-Generated Content Need a Label?
A quick Article 50 scenario quiz about AI interactions, synthetic content, disclosure and machine-readable marking. This is a planning aid only: verify scope and role before utilising.
Guides
Guide: AI Act Check On What Applies Now, Later or Not at All
A simple planning check for separating current AI Act priorities from later preparation tracks without turning the entire organisation into a legal flowchart.