Skip to content
Cases
Original fictional case12 min

ARGUS Claims

Set the next autonomy level using segmented evidence rather than fluent explanations or aggregate agreement.

System context

ARGUS reaches 96.4% agreement with experts in shadow mode and produces explanations reviewers rate as convincing.

Your role

You chair the authority review for an AI claims-recommendation system.

Constraints

  • Claims under €800 are high-volume.
  • Applicants can appeal only after a final decision.
  • Reviewer capacity cannot grow this quarter.

Evidence pack

e1

Aggregate result

96.4% agreement is not segmented by claim type.

e2

Explanation effect

Reviewers call 92% of explanations convincing.

e3

Rare documents

False rejection reaches 18% for non-standard documentation.

e4

Automation bias

After two hours, reviewers accept 99.2% of recommendations unchanged.

Interactive simulation

Three connected decisions

Set the next autonomy level using segmented evidence rather than fluent explanations or aggregate agreement.

This case, its world, organisations, places and events are original Methodfield material and do not reproduce a protected fictional universe.