01 / TOPSIS
Which option performs better?
TOPSIS ranks alternatives by their relative distance from the ideal and anti-ideal solutions after BWM weighting.
Output: comparative ranking (C*)
The live system takes a complex managerial problem through a transparent seven-stage process: structured scenario definition, scientific weighting, multi-criteria ranking, value analysis, and rigorous stress-testing of the result.
A decision can rank first and still be fragile. The architecture therefore separates the answer from the strength of the evidence behind it.
TOPSIS ranks alternatives by their relative distance from the ideal and anti-ideal solutions after BWM weighting.
Value Engineering examines the function-to-cost ratio so high performance is not accepted without regard to resource efficiency.
The system stress-tests the ranking under weight perturbations to show whether the winner remains stable or is assumption-dependent.
The architecture applies to managerial selection, assessment centres, talent decisions, succession and HR Value Engineering — integrating multiple forms of evidence without reducing people to a single score.
Compare candidates across competency, cognitive, behavioural and business evidence.
Structure evidence from exercises, interviews, simulations and psychometrics.
Make development priorities and readiness assumptions explicit.
Connect HR functions, cost, contribution and strategic value.
Open the live decision system and run a complete analysis from scenario to executive report.