Capability

Stress-test the strategy before you commit.

Every strategy rests on assumptions that feel obvious until they break. Dragonfly's challenge lens runs your plan through a structured adversarial pass — surfacing the hidden assumptions, the actors who will push back, and the conditions under which it fails — before the decision is made, not after.

Why strategies fail

Most strategies that fail were not let down by thin analysis. They fail because an unexamined assumption turned out to be load-bearing, or an actor responded in a way no one had modelled.

Usually the failure was visible in advance. No one had been given the job of looking for it.

How Dragonfly stress-tests

The challenge lens is a built-in critical friend — there to strengthen the plan by finding where it breaks, not to rubber-stamp it. It mines the analysis for hidden assumptions, runs a pre-mortem — assume the plan has already failed, and work backwards to why — red-teams the countermoves of opposed actors, steel-mans the strongest case against you, and maps the specific conditions under which the strategy breaks.

It is the colleague whose only job is to find the crack, run at industrial scale and without the politics of being the person who says no.

It runs on the discipline Tetlock found in the best forecasters: “beliefs are hypotheses to be tested, not treasures to be guarded” (Superforecasting).

Full methodology on the fact sheet

What you get

A ranked list of the assumptions your strategy depends on, the failure pathways that follow if they are wrong, and the countermoves to prepare — with the reasoning fully visible, so you can argue with it rather than take it on trust.

Frequently asked

What does it mean to stress-test a strategy with AI?
It means deliberately trying to break a plan before you commit to it — surfacing its hidden assumptions, modelling how others will react, and finding the conditions under which it fails. Dragonfly's challenge lens does this as a structured adversarial pass, at speed and scale.
How is this different from a risk assessment?
A risk assessment lists things that might go wrong. Stress-testing is adversarial and assumption-first: it interrogates the beliefs the strategy depends on, plays the countermoves of opposed actors, and traces the pathways by which the plan actually breaks.
What is a pre-mortem?
A pre-mortem assumes the plan has already failed and works backwards to explain why. It surfaces failure modes that an optimistic forward-looking analysis tends to miss, because it gives people permission to name what could go wrong.
Can AI really challenge my thinking, or does it just agree?
Directed well, it challenges. The challenge lens is built to refute, not to please — encoded adversarial tradecraft reviewed and synthesised, with human judgement deciding which objections hold. It is the opposite of a chatbot that tells you what you want to hear.

Further reading