# Big Value's National Intelligence Highlights Essential AI Transformation Strategies

> Explore how Big Value's *National Intelligence* unveils crucial strategies for transforming organizations through generative AI, moving beyond mere adoption to impactful change. Discover real-world applications that demonstrate the profound benefits of AI in public health decision-making.

**Source**: google.com | **Published**: 2026-07-06 | **Type**: case_study

## Key Facts

- AI transformation (AX) is crucial; only tech adoption without change leads to failure in innovation.
- Big Value's HPAI model reduced investigation time from 7 days to 10 seconds, showcasing efficiency gains.
- Successful AX requires inter-departmental collaboration, revealing vulnerabilities in siloed operations.
- Organizations must shift focus from AI tools to decision-making processes for competitive advantage.
- The book highlights the need for AI-Ready data design, indicating a strategic gap in current implementations.

## Summary

\## Summary
Big Value, a data tech firm, faced challenges in demonstrating the tangible benefits of AI in public sector operations. They developed a highly pathogenic avian influenza (HPAI) risk prediction system in collaboration with the Animal and Plant Quarantine Agency, which transformed the epidemiological investigation process from 7 days to about 10 seconds, providing weekly risk predictions to local governments.

\## Background
Big Value operates in the data technology sector, focusing on AI applications in public administration. Before deploying their AI solution, the organization struggled with lengthy epidemiological investigations related to HPAI, which hindered timely decision-making and response efforts.

\## Challenge
The primary challenge was the slow epidemiological investigation process for HPAI, which took up to 7 days. This delay limited the ability of local governments to respond effectively to potential outbreaks.

\## Solution
Big Value collaborated with the Animal and Plant Quarantine Agency to create an HPAI risk prediction model. This system integrates and analyzes over 80 data points, including vehicle GPS, migratory bird movement information, and satellite imagery. The implementation of this model allowed for rapid risk assessment and prediction, significantly enhancing the decision-making process.

\## Results
The HPAI risk prediction system reduced the epidemiological investigation time from 7 days to approximately 10 seconds. It now provides risk prediction results to local governments on a weekly basis, greatly improving their ability to manage potential outbreaks.

\## Key Insights
Organizations should focus on transforming decision-making processes and operational structures when adopting AI technologies. Successful AI deployment requires not just technology but also a commitment to organizational transformation and inter-departmental collaboration.

\## Customer Testimonial
No direct quote is available from the source material.

## Entities

- **Companies**: Big Value
- **Products**: National Intelligence
- **Technologies**: generative AI, Explainable AI (XAI)
- **People**: Gu-reum, Hong Seung-gil, Han Sang-ki, Im Moon-young, Shin Su-jeong, Baek Eun-ok
- **Organizations**: Animal and Plant Quarantine Agency

## Key Concepts

AI transformation (AX), organizational transformation, public sector AI projects, HPAI risk prediction system, data integration and analysis, decision-making systems, business innovation, AI-Ready data design

## Definitions

- **AI transformation (AX)**: AX refers to the process of integrating AI into organizational operations to enhance decision-making and improve work methods.
- **HPAI risk prediction system**: A system developed to identify farms at high risk of avian influenza infection by analyzing various data points, significantly reducing investigation time.
- **Explainable AI (XAI)**: XAI refers to AI systems designed to be transparent and understandable to users, ensuring that decision-making processes are clear.
- **organizational transformation**: The process of changing an organization's structure and operations to better integrate new technologies and improve efficiency.
- **AI-Ready data design**: The preparation and structuring of data to ensure it is suitable for effective AI analysis and application.

## Use Cases

- Shortening epidemiological investigation processes
- Providing weekly risk prediction results to local governments
- Transforming decision-making systems in organizations
- Integrating AI into public sector operations
- Enhancing business processes in private sectors

## Frequently Asked Questions

**What is the main focus of the book 'National Intelligence'?**

The book focuses on methodologies for transforming organizations through AI, emphasizing the importance of organizational change rather than just technology adoption.

**Who are the authors of 'National Intelligence'?**

The book is co-authored by Big Value CEO Gu-reum and former Animal and Plant Quarantine Agency secretary Hong Seung-gil.

**What is the significance of the HPAI risk prediction system?**

The HPAI risk prediction system significantly reduces the time needed for epidemiological investigations from days to seconds, showcasing the practical benefits of AI in public health.

**How does the book address the limitations of public AI projects?**

It analyzes the structural reasons why many public AI initiatives fail to progress beyond pilot stages and offers insights into necessary transformations for successful implementation.

**What is the role of endorsements in the book?**

Endorsements from notable figures highlight the book's contributions to understanding public AI project limitations and its potential to guide future AX strategies.

## Links

- [Read on Welcome.AI](https://welcome.ai/content/big-values-national-intelligence-highlights-essential-ai-transformation-strategies)
- [Original source](https://www.google.com/url?rct=j&sa=t&url=https://www.venturesquare.net/en/1096012/&ct=ga&cd=CAIyGmI5MjM0MzI3NzhlNTYzOGE6Y29tOmVuOlVT&usg=AOvVaw0dXfK6k7rC5ZCSNU78zJKv)
- [Big Value](https://welcome.ai/company/big-value): Featured company

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Source: Welcome.AI | https://welcome.ai/content/big-values-national-intelligence-highlights-essential-ai-transformation-strategies