Adaptive business reasoning for real workplace complexity.
Business Reasoning replaces isolated verbal, numerical or abstract labels with one integrated scenario flow.
Candidates work through realistic business problems involving information, data, systems, ambiguity and decision pressure. The engine adapts item difficulty, evidence coverage and validation rotations as the candidate progresses.
Average scenario weight across the adaptive item bank, by core domain.
Adaptive assessment methodology
The Business Reasoning engine selects the next most useful item instead of giving every candidate the same fixed sequence.
Calibration
- The assessment begins around a mid-level complexity point.
- Early anchor items establish the candidate's working level without over-claiming too soon.
Adaptive core
- Difficulty adjusts toward the candidate's demonstrated level.
- Domain-gap targeting prioritises the areas where more evidence is needed.
Validation and confirmation
- Validation rotation checks whether the estimated level holds across scenario types.
- Stop logic considers evidence coverage, confidence and maximum item limits.
Why it is different
The important distinction is not only what the assessment is called. It is what kind of evidence it collects and how that evidence can be explained.
Business-first measurement
- The candidate sees workplace scenarios rather than separate verbal, numerical or abstract sections.
- Commercial judgement, systems thinking and decision agility are measured inside business context.
Precision with fairness
- Controlled randomisation changes the path without making the assessment random.
- Option ordering and item selection are controlled so the engine can adapt while protecting evidence quality.
What it measures
The assessment collects evidence across domains, scenario types and problem-solving style signals.
Core domains
Scenario types
Style signals
See Business Reasoning in a real evidence walkthrough.
Tell us a little about what you're trying to solve and we'll come back with a walkthrough of the evidence model, the adaptive engines, and the reports it produces.
Demo walkthrough
See the candidate journey, assessment modules and reporting flow.
Pilot planning
Map the right assessments to roles, levels and decision points.