InsurTech Magazine August 2025 | Page 113

Another productive approach is to employ agents to validate the work of other agents, increasing the accuracy of outputs without requiring human intervention.
ROI assessment and measurement challenges Traditional ROI frameworks may inadequately capture value creation that spans efficiency improvements, quality enhancements and strategic capabilities. The challenge lies in quantifying benefits that accrue across multiple business functions and time horizons.
A platform approach generates compounding returns as organisations deploy multiple applications, but measuring these network effects requires analytical frameworks that extend beyond conventional project ROI calculations.
Time-to-value emerges as a critical factor in this analysis, though specific timelines vary based on implementation complexity and organisational requirements.
The ability to demonstrate value quickly becomes essential for sustaining investment and organisational commitment through implementation challenges.
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