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:
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- Adoption, Integration, and Utilization
Issues in Effectiveness Verification
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Issue 01 Unclear Return on Investment
The effect of utilizing generative AI is unclear, making it difficult to determine whether further investment is justified.
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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.
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Issue 03 PDCA Cycle Not Yet Entrenched
The burden of verification tasks is high, so continuous visualization and effectiveness verification are not possible.
Features
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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.
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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.
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Features 3
Entrenchment of the PDCA Cycle
We build practical verification methods, management processes, and dashboards to enable continuous effectiveness verification.
Support Process
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step 1
Clarification of Objectives and Verification Targets
Confirm the objectives and targets of verification based on current conditions.
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step 2
Impact Measurement and ROI Calculation
Design measurement metrics and methods aligned with the objectives to visualize utilization results and satisfaction.
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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.
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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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