Human × AI × Human
Humans have a new collaborator.
Every organisation is adding intelligence. Far fewer are adding the human capability to use it well together. Return on Collaboration decides whether AI compounds your advantage — or just your noise.
Human × Human
The original multiplier. Trust, difference and shared purpose are still what turn a group of capable people into a capability.
Human × AI
A new working relationship. The value depends less on the model and more on how clearly you frame the problem, challenge the output and stay accountable for the judgement.
Human × AI × Human
The compounding loop. AI accelerates the thinking; people supply the context, the challenge and the decision. Teams that run this loop well pull ahead of teams that only automate.
Five practices to try
- Bring AI into the conversation, not around it — shared prompts and shared outputs beat private shortcuts.
- Keep the challenge human. If nobody disagrees with the output, nobody has read it properly.
- Be explicit about what the machine did and what you decided.
- Use AI to widen the range of options considered, not to narrow the discussion early.
- Treat prompts as a shared asset your team improves together.