Page 37 - The Insurance Times October 2025
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     Iterative Nature of Optimization:                   How  are  some  companies  achieving
          Claims Processing in Health Insurance by nature is complex.  this?
          The primary reason for this complexity is the process that
          involves digitization, number of line items to be reviewed in  Some insurers have started to enjoy substantial savings and
                                                              a great ROI and are reducing overpayments and saving
          hospital bills, complex medical terminologies, and handling
          fraud.                                              money every day. In India, a few health insurers save an
                                                              average of Rs. 4,000 per claim and enjoy an ROI of more
          The first pass with a new solutions reveals the most obvious  than 10X.
          opportunities. Deeper, more nuanced efficiencies are typi-
          cally identified through ongoing analysis and experience with  The main ingredient to achieve this is by using a Data + AI
          the new system. What seems optimal on paper might need  approach to solving this problem. For an AI solution to make
          adjustments based on real-world claims volume and com-  meaningful impact it is important to solve the business prob-
          plexity.                                            lem and the underlying data problem as well.
          The Blueprint for Lasting Efficiency:               Digitisation of bills and other hospital documents can be
                                                              tricky. Its always challenging to ensure accuracy of the digi-
          Most solutions will help reduce claims processing time by
                                                              tized output. Accuracy validation of data requires tools and
          half and increase Tariff coverage by more than 60%. How-
          ever, this does not imply reduction of human capital by the  solutions to check various aspects of the data.
          same number. To achieve this, companies will need consis-
          tent Monitoring and Process Tweaking.               It is important to acknowledge that in this whole approach,
                                                              data resides in the center around which all other solutions
          The key to unlocking sustained operational efficiency lies in  revolve. Hence it is imperative that companies understand
          a commitment to an iterative cycle of monitoring, analysis,  data quality is sacrosanct.
          and refinement. This is where technology truly "makes the
          invisible, visible".                                The need for a human-in-the-loop to validate and remediate
                                                              digitization is critical. It serves as a great way to validate
          Consistent Monitoring with Technology: Modern       data and ensure quality for upstream applications to con-
          claims processing technologies provide dashboards, analytics,  sume. Without human involvement, we risk the authentic-
          and reporting capabilities that offer unprecedented insight  ity of the data and thus reduced trust.
          into every stage of the claims lifecycle. Companies must
          leverage these tools to: Track Key Performance Indicators  Over a period of time patterns and clarity start to emerge
          (KPIs) in real-time (e.g., claim processing time, error rates,  on cost reductions. This helps in making bold and informed
          first-pass resolution rates, specific task durations).  decisions on cost reductions after achieving the optimiza-
                                                              tion at satisfactory levels.
          Zscore has been helping companies automate claims pro-
          cessing and also identify patterns and trends that highlight  Consistently monitoring performance and courageously
          emerging issues or areas for improvement. Segment data  tweaking processes based on data-driven insights is the true
          to understand variations in efficiency across different claim  path to making the invisible visible and achieving sustain-
          types, teams, or individual processors.             able operational efficiency in claims processing.
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         34    October 2025   The Insurance Times





