ROI Calculation and Effectiveness Verification

We analyze the current utilization of generative AI from both quantitative and qualitative perspectives to support ROI calculation and effectiveness verification. Operationally, we build systems and frameworks that enable a continuous PDCA cycle.

Phase:
  • Adoption, Integration, and Utilization
ROI Calculation and Effectiveness Verification

Issues in Effectiveness Verification

  1. Issue 01 Unclear Return on Investment

    The effect of utilizing generative AI is unclear, making it difficult to determine whether further investment is justified.

  2. Issue 02 Lack of Effective Verification Methods

    The information needed for management decisions and means of obtaining it are unknown, so effectiveness verification is not possible.

  3. Issue 03 PDCA Cycle Not Yet Entrenched

    The burden of verification tasks is high, so continuous visualization and effectiveness verification are not possible.

Features

  1. Features 1

    ROI Evaluations for Management Decisions

    We calculate, compare, and evaluate ROI and provide the results as a basis for decisions directly linked to management.

    ROI Evaluations for Management Decisions
  2. Features 2

    Effectiveness Verification from Both Quantitative and Qualitative Perspectives

    We combine ROI calculations with satisfaction surveys and other tools to promote effectiveness verification from both quantitative and qualitative perspectives.

    Effectiveness Verification from Both Quantitative and Qualitative Perspectives
  3. Features 3

    Entrenchment of the PDCA Cycle

    We build practical verification methods, management processes, and dashboards to enable continuous effectiveness verification.

    Entrenchment of the PDCA Cycle

Support Process

  1. step 1

    Clarification of Objectives and Verification Targets

    Confirm the objectives and targets of verification based on current conditions.

  2. step 2

    Impact Measurement and ROI Calculation

    Design measurement metrics and methods aligned with the objectives to visualize utilization results and satisfaction.

  3. step 3

    Evaluation and Benchmarking of Results

    Evaluate results by benchmarking them against industry standards and typical values to upgrade so they can be used for management decisions.

  4. step 4

    Establishment of a Continuous Verification Framework

    Establish verification processes, management reports, and other tools to enable regular effectiveness verifications.

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