Strong opposing cases
We look for the best argument against your position, not a convenient objection that is easy to dismiss.
About Compelle
Serious scrutiny.
A human partnership.
Compelle is a white-glove analysis service for people facing consequential decisions. We use adversarial AI to challenge a thesis, then work with you to make sense of what survives.
What we bring
A better challenge to your current view.
Visible reasoning
The useful output is not just a verdict. It is the evidence, the disputed assumptions and the questions that could change the decision.
Human context
You bring the constraints and domain knowledge. We work together to interpret the findings in the context of the decision you actually face.
Research roots
Built on adversarial-debate research.
Compelle’s historical research on the Bittensor network explored how AI arguments compete, how judges respond and what changes when a model has to defend its position against opposition.
That work informs the questions we ask today. It does not turn a debate win into a fact, or a research result into a promise about your business.
Inspect the work for yourself.
Read the published research, explore a sample analysis or see how a custom engagement is structured.
Your question
What are you deciding?
Explore how a Compelle engagement can help examine the decision, the competing options and the assumptions that matter.