Patterns
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.
Patterns
Patterns
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?
Patterns
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.
Patterns
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.
Patterns
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.
Patterns
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.
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.
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.
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.
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?