Practical lens pack

Product & Project Decision Lens Pack

A compact review for estimates, pivots, roadmaps, launches and stopping rules.

Use it when

A short review before a large conclusion.

Five lenses

Questions worth asking before you commit.

LensPlanning fallacy

What is the outside-view duration from comparable completed work?

Open →
LensEscalation of commitment

Would we fund the next step if the project arrived today with no history?

Open →
LensPro-innovation bias

Which costs, failure modes or adoption barriers are missing from the exciting story?

Open →
LensSurvivorship bias

Which failed projects are absent from the examples we are copying?

Open →
LensOutcome bias

Did this work because the process was good, or because uncertainty happened to favour us?

Open →

10-minute workflow

Turn awareness into an action.

1. Start with a reference class before detailed estimation.
2. Define a measurable success condition and a stopping condition.
3. List one adoption risk, one operational risk and one evidence gap.
4. Run a small reversible test before a large commitment where possible.
5. After the result, review the original assumptions before changing the playbook.

Use with AI

Ask the model to challenge the frame, not decorate it.

Prompt: “Review this decision without choosing for me. Restate my criteria, show the strongest case against my preferred option, identify missing evidence, flag possible anchors or sunk costs, and finish with the smallest next test that would reduce uncertainty.”

The goal is not forced disagreement. It is to make assumptions, alternatives and evidence visible before the recommendation feels inevitable.

Open Decision Audit All lens packs