AI Hack Inc. (Headquarters: Minato-ku, Tokyo; CEO: Daisuke Nakamichi), a provider of optimization tools for generative AI, is pleased to announce a partnership with Priv Tech Inc. (Headquarters: Minato-ku, Tokyo; CEO: Daisuke Nakamichi), a leading company in the privacy tech domain.
Through this collaboration, AI Hack’s AIO (AI Optimization) analytics tool "AI Hack" will enable companies to visualize risks and monitor how their corporate information is handled in generative AI responses. By combining this capability with Priv Tech’s expertise in privacy, legal compliance, and digital marketing, the partnership will provide support for companies seeking to adopt generative AI—ensuring risk-aware implementation and utilization.
Background and Purpose
In recent years, the rapid adoption of generative AI technologies such as ChatGPT has driven operational efficiencies and business transformation. With this however, new risks have emerged, ranging from copyright infringement and privacy violations to reputational damage caused by inaccurate outputs. Moreover, promoting AI utilization requires a high level of expertise in areas such as output accuracy management and regulatory compliance, making implementation a significant challenge for many companies.
In response, CEO Daisuke Nakamichi launched a new company, AI Hack, to provide solutions to these challenges—drawing on his experience developing privacy risk-related services at Priv Tech, where he also serves as CEO, as well as his prior work in data utilization within the ad tech businesses of Yahoo Japan Corporation (now LY Corporation) and SoftBank Corp.
Through this partnership, AI Hack will utilize its analysis tool, “AI Hack”, to visualize and evaluate how generative AI platforms respond to queries about both the company and its competitors. By introducing the new concept of AIO (AI Optimization), the collaboration will support companies in developing effective information strategies tailored to the AI era.
What is AIO (AI Optimization)?: AIO refers to the process of visualizing and evaluating how generative AI perceives and responds to information about a company—and optimizing that output to align with brand image. AIO is also referred to by terms such as GEO (Generative Engine Optimization), LLMO (Large Language Model Optimization), and AEO (Answer Engine Optimization), all of which currently carry largely the same meaning.
Integrating Priv Tech’s expertise—developed through years of supporting clients in privacy, security, and digital marketing—this partnership will also provide risk management support from legal, ethical, and strategic perspectives critical for AI implementation.
Through this collaboration, the two companies will combine their strengths to establish a new support model that integrates AI response optimization with risk mitigation, enabling companies to adopt generative AI more safely and effectively.
Main Services Offered
Through this partnership, AI Hack and Priv Tech will offer the following services to help companies adopt generative AI safely and effectively:
- Provision of the AIO Analysis Tool “AI Hack”
This tool interacts with multiple generative AI models (such as ChatGPT) using a series of prompts, then visualizes and scores the responses. It quantitatively evaluates how information is handled within AI outputs using multifaceted indicators—such as priority, positivity, negativity, frequency of mention, and domain citations—to assess brand presence and potential risks in AI-generated content.
- AIO Strategy Support and Content Optimization
We assist in developing strategies to improve the quality of AI-generated outputs, including prompt engineering and training data optimization, to ensure accurate representation of company information. By utilizing expertise in digital marketing and SEO, we help redefine communication strategies for the AI era.
- AI Risk Management Support
To address issues such as privacy violations, copyright infringement, and inappropriate content that may arise with generative AI adoption, we provide support through two offerings: AI Risk Assessments and AI Risk Management Advisory services. These services enhance governance by addressing legal, technical, and ethical considerations.
Together, AI Hack and Priv Tech will serve as leading partners in corporate AI governance and enable companies to confidently utilize generative AI as a trustworthy tool.
【About Priv Tech】
Priv Tech, Inc. is a pioneering Japanese startup specializing in privacy support and cybersecurity solutions. As one of Japan's top three providers of privacy data solutions, Priv Tech integrates advanced risk mitigation strategies to protect businesses from both regulatory and cybersecurity threats. With an elite team of bilingual security experts, Priv Tech is committed to helping Japanese companies navigate the complex digital landscape with confidence. Our innovative approach and strong customer base position us as a trusted leader in the Japanese market.
【About AI Hack】
AI Hack, Inc. provides analytics-driven tools and services that remove barriers to generative AI adoption—helping clients accelerate digital transformation while mitigating privacy, copyright, and other compliance risks. The company specializes in AIO (AI Optimization), a structured framework for visualizing and optimizing AI search responses (also known as GEO or LLMO), enabling businesses to track AI behavior, improve brand alignment, and ensure accurate, ethical AI outputs.