Is your AI removing work, or quietly creating it?
A ChatGPT seat is not expensive. Neither is Claude, or Gemini. The cost arrives afterwards — in over-tuned prompts, five tools doing one job, and a report someone spends an hour checking. Play 15 rounds and find out where your ledger actually sits.
No signup · No email required · ~3 minutes
The Ledger · 15 rounds
Every answer drops a weight onto the scale.
Fifteen statements about how your team actually uses AI. Each one loads the ledger toward work removed or work created. Watch which way it tips.
- rounds
- 15rounds
- dimensions
- 5dimensions
- minutes
- ~3minutes
Answer for how your team works today, not how you intend it to. Nothing is submitted — your score is yours.
Five dimensions that decide whether AI pays for itself.
Most AI assessments count tools. This one counts work. Each dimension below carries three statements, and each answer loads the ledger toward work removed or work created.
Problem-First Thinking
Are you buying tools, or solving problems?
You start from the problem, which is why your stack stays honest.
Tool Consolidation
One job, one tool — or five tools, one job?
Your stack is deliberate — every tool has a job nothing else does.
Output Reliability
Is checking the work erasing the time it saved?
Output is trusted enough to ship, so the time saved actually stays saved.
Ownership
One workflow, one owner — or nobody’s job?
Every workflow has a name against it, so nothing quietly rots.
Systems & Measurement
Do you measure outcomes, or count tools?
You measure the outcome, which is why the value compounds.
Score all five and you get a single net-work score out of 100, the two dimensions leaking the most value, and the specific corrective move for each.
Fifteen statements, sixty points, four bands.
Every answer is worth 0 to 4 points, giving a maximum of 60 raw points, converted to a score out of 100. Where you land determines the verdict.
Next time someone proposes another AI tool, ask one question first.
What problem are we actually trying to solve?
If the honest answer is unclear, that is usually where we start. OSLO HQ builds marketing and AI systems that remove work rather than redistribute it.