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AI Decision Engine
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Unraveling the Customer Selection Mechanism (CMM) Brand selection and purchasing decision factors Unraveling the Investment Mechanism (MMM) Advertising effectiveness measurement and budget allocation Customer data analysis (CRM) Segment design and customer retention Revenue Growth Management (RGM) Optimizing pricing and promotions Consumer Trend Analysis (TREND) SNS analysis and consumer insights Marketing Strategy Design (STRATEGY) Strategy planning and concept design Incorporate these into organizational decision-making. →
Insights
Interview video (Nawa × Hirao) Transform decision-making into an asset. Case studies and Reports Media/Column Articles Seminar Information Marketing Science Lab Tech Blog↗ Book/Publications
Clients
Itoen Event Reports Use one decision as an asset for the next decision. glasses top Examples of support/accompaniment Where is the next customer? プリマハム Event Reports Is high ratings the reason for being chosen? エステー Event Reports Bringing a mature brand back into action. KDDI Examples of support/accompaniment Will a change in mindset lead to results? Marugame Seimen Examples of support/accompaniment What determines the win rate? View all customer case studies → Case Request I will send you examples with similar conditions.
Start with the problem
01 Even if the metrics improve, business results don't change. 02 The reason for being chosen is unclear. 03 What happens after purchase is not visible. 04 The outcome cannot be predicted before implementing a measure. 05 I don't have strong evidence on hand. 06 Analysis doesn't change the next move View list of assignments →
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  • AI Decision Engine
    • Unraveling the Customer Selection Mechanism (CMM) Brand selection and purchasing decision factors
    • Unraveling the Investment Mechanism (MMM) Advertising effectiveness measurement and budget allocation
    • Customer data analysis (CRM) Segment design and customer retention
    • Revenue Growth Management (RGM) Optimizing pricing and promotions
    • Consumer Trend Analysis (TREND) SNS analysis and consumer insights
    • Marketing Strategy Design (STRATEGY) Strategy planning and concept design
    • Incorporate these into organizational decision-making →
    • Interview video (Nawa × Hirao) Transform decision-making into an asset.
    • Case studies and Reports
    • Media/Column Articles
    • Seminar Information
    • Marketing Science Lab
    • Tech Blog↗
    • Book/Publications
    • Itoen Event Reports Use one decision as an asset for the next decision.
    • glasses top Examples of support/accompaniment Where is the next customer?
    • プリマハム Event Reports Is high ratings the reason for being chosen?
    • エステー Event Reports Bringing a mature brand back into action.
    • KDDI Examples of support/accompaniment Will a change in mindset lead to results?
    • Marugame Seimen Examples of support/accompaniment What determines the win rate?
    • View all customer case studies →
    • Case Request I will send you examples with similar conditions.
Where to Start
  • 01 Even if the metrics improve, business results don't change.
  • 02 The reason for being chosen is unclear.
  • 03 What happens after purchase is not visible.
  • 04 The outcome cannot be predicted before implementing a measure.
  • 05 I don't have strong evidence on hand.
  • 06 Analysis doesn't change the next move
  • View the list of assignments →
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News About XICA Recruitment information Company
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All articles

  • What is context engineering? Why generative AI answers become mediocre: The difference between context design and prompting.
    2026.03.31 Column

    What is context engineering? Why generative AI answers become mediocre: The difference between context design and prompting.

    Read More
  • DataScience for Growth: Marugame Seimen's Method for Maximizing "Winning Probability" Through Data Science – The Key to Decision-Making That Overcomes Uncertainty [MarkeZine Day 2026 Spring Event Report]
    2026.03.27 About XICA

    DataScience for Growth: Marugame Seimen's Method for Maximizing "Winning Probability" Through Data Science – The Key to Decision-Making That Overcomes Uncertainty [MarkeZine Day 2026 Spring Event Report]

    Read More
  • ST Corporation's Challenge: Redefining Mature Brands Through "Data Science x AI x Human Resources" [Brand Summit Spring 2026 Event Report]
    2026.03.26 About XICA

    ST Corporation's Challenge: Redefining Mature Brands Through "Data Science x AI x Human Resources" [Brand Summit Spring 2026 Event Report]

    Read More
  • Is your ad really contributing to sales? Exploring the limits of attribution and the true value of incrementality
    2026.03.02 Column

    Is your ad really contributing to sales? Exploring the limits of attribution and the true value of incrementality

    Read More
  • Identifying Key Selling Points | Data Analysis Approaches to Gain Market Share from Competitors
    2025.11.19 Column

    Identifying Key Selling Points | Data Analysis Approaches to Gain Market Share from Competitors

    Read More
  • 5 steps to help you avoid confusion when analyzing data, starting today
    2025.10.16 Data utilization

    5 steps to help you avoid confusion when analyzing data, starting today

    Read More
  • Why do supposedly data-driven initiatives fail? Uncovering "customer truths" with behavioral economics
    2025.10.03 Column

    Why do supposedly data-driven initiatives fail? Uncovering "customer truths" with behavioral economics

    Read More
  • What are the four categories of data analysis? The role and use of "descriptive," "diagnostic," "predictive," and "prescriptive" analytics to answer marketers' questions
    2025.08.22 Column

    What are the four categories of data analysis? The role and use of "descriptive," "diagnostic," "predictive," and "prescriptive" analytics to answer marketers' questions

    Read More

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From the early days of data science,
we support the decision-making of leading Japanese companies

AI Decision Engine — Decision-making engine for the AI ​​era

From data analysis questions to decision-making design.

Regardless of the stage of consideration, please tell us about the current situation.

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It's fine if the points aren't fully organized yet. I'd like to hear about the current situation.

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Organizing the issues
Based on the information you've provided, I will narrow down the questions that need to be answered.

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Proposed approach
Within the scope appropriate to the data and time period,
I will provide you with a detailed plan of how to proceed.

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AI Decision Engine

  • AIDE Overview
  • ↳ CORE 01 / Decision Insight
  • ↳ CORE 02 / Decision Refinement
  • ↳ CORE 03 / Decision Intelligence
  • ↳ AI Platform (AIP)
  • ↳ How to get started

Services

  • Customer Selection Mechanism Discovery (CMM)
  • Investment Mechanism Discovery (MMM)
  • Customer Data Analysis (CRM)
  • Revenue Growth Management (RGM)
  • Consumer Trend Analysis
  • Marketing Strategy Design

Insights

  • Interview video (Nawa x Hirao)
    ↳ Transform decision-making into an asset
  • Case studies and Reports
  • Media/Column Articles
  • Seminar Information
  • Marketing Science Lab
  • Tech Blog↗
  • Book/Publications

Clients

  • Customer Case Studies
  • Case Request

About XICA

  • About XICA
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  • Recruitment information
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  • About PR and interviews
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