Guides
Guide: AI Rationing Readiness Check
AI Rationing Readiness Check: decide what work deserves expensive AI before limits arrive.
Guides
Guides
Guide: Manager Trust Check For AI Change
Manager Trust Check For AI Change: a practical check for leaders who need clarity more than slogans.
Guides
Guide: Usage-to-Outcome Map
A practical guide to connect AI usage to what actually changed in the work and the outcomes. Every AI usage metric needs an outcome sitting beside it.
Guides
Guide: Product Thinking For Operators Guide
A practical check for deciding what deserves to exist when AI can build more things faster. All buildings deserve a strong foundation, would you let AI build your foundation?
Guides
Guide: Allowed AI Use Rules Starter
Responsible use needs examples, not just a poster. Allowed AI Use Rules Starter helps turn the policy intent into practical examples people can follow.
Guides
Guide: Meeting Necessity Check
Before every meeting gets an AI secretary, ask whether the meeting still deserves to be on the calendar. Before adding AI notes to everything, ask what the meeting is actually doing.
Guides
Guide: Entry-Level Role Stress Test
This guide helps managers, HR teams, universities, early-career workers and team leads check whether a junior role is still designed for learning because AI may have changed the task mix.
Guides
Guide: Botsitting Time Tracker
If humans are babysitting the AI, that time belongs in the AI cost story. AI is now common enough that a lot of hidden work is becoming the new normal.
Guides
Guide: AI-Generated Content Labelling Workflow Check
A practical guide for content teams, comms, HR, legal and publishing workflows using AI. This guide helps teams define simple labelling rules for AI-generated and AI-assisted content. It is not legal advice.
Guides
Guide: AI Workload Waste Audit
AI Workload Waste Audit: a practical check for extra review tax, rework, reruns and the hidden labour around AI outputs. This guide helps teams compare the visible AI benefit with the hidden labour sitting around it:
Guides
Guide: Legacy Vendor Rebrand Reviews
A mature enterprise vendor known for databases, applications and old corporate systems now speaks loudly about AI infrastructure. This guide helps teams review vendor rebrands without becoming cynical or starry-eyed.
Guides
Guide: The Physical Cost of Digital Work
More prompts, models, agents and automation mean more compute. If a digital service promises endless scale, ask what real-world inputs it needs to keep running.