Unlocking AI Potential: Practical Seminar on Vertical AI Agents with Airlake Agent

In today’s data-driven world, businesses face the challenge of effectively implementing AI solutions that align with their specific operational needs. DATAFLUCT, a prominent data business partner based in Shibuya, Tokyo, is hosting a free webinar on May 23, 2025, from 1:00 PM to 2:00 PM JST, entitled “PoCで終わらせない！Airlake Agentで作る『垂直型AIエージェント』導入実践セミナー.” Here, attendees will discover how to overcome the common pitfalls of proof of concept (PoC) projects and successfully transition to practical AI application in their organizations.

Webinar Overview

This semester aims to address the critical experience often encountered in AI implementations: the failure to move beyond PoC stages that prevent tangible business results. Many organizations find generic AI tools inadequate for their unique demands, leading to frustration among digital transformation (DX) drivers. This session, led by DATAFLUCT's CEO Hayato Kumemura, will share actionable strategies for embedding AI agents effectively within business workflows.

What Attendees Can Expect:

1. Introduction: Understanding the common reasons AI initiatives stall at PoC stage and the importance of transitioning to a vertical approach.
2. Typical Pitfalls: Insight into the three “quagmires” that often derail AI projects, encouraging self-assessment among participants.
3. Demo of Airlake AI Agents: Showcasing how to provide context to data, enabling seamless linking of searches, summaries, and predictions using Airlake.
4. Foundational Context: Exploring the pivotal role of a multimodal data lake in crafting these contextual understandings.
5. Airlake Architecture: An introduction to Airlake's three-layer architecture, including automatic SQL/Python generation based on Japanese commands.
6. Essential Guidelines for Deployment: Discussing requirements for secure RAG (Reinforcement, Accountability, Governance) and data governance, critical for ensuring successful implementation.
7. Real-Life Examples: Sharing success stories highlighting the evolution and benefits of vertical AI implementations.
8. 12-Month Roadmap: Detailed presentation of a “3-3-6 roadmap,” guiding attendees from PoC to full deployment within one year.

Recommended For

This seminar is ideal for:

- DX leaders struggling to implement generic AI tools for specialized business domains.
- Information system, business planning, or data analytics professionals managing AI projects.
- Individuals who feel limited by conventional tools like ChatGPT and seek tailored AI solutions.
- Organizations eager to successfully navigate from PoC to MVP development, actual deployment, and operational adoption.
- Data managers looking to leverage diverse data formats (text, images, audio, video, PDF, etc.) for their business.

Key Takeaways

- Need for Vertical AI Agents: Understanding why a vertical approach is essential in achieving specific business outcomes.
- Building Multimodal Data Lakes: Initial steps in providing context to data for enhanced AI comprehension.
- Utilizing Airlake AI Agents: Visualizing the connections between search, summary, and prediction functionalities.
- Strategic Roadmap: Framework for successfully completing PoC, MVP development, and deployment in a tight timeline.
- KPI Improvement Insights: Examples and tips shared from successful AI implementations.
- Practical Resources: Access to a PoC kickoff template immediately usable post-seminar, along with governance checklists for smooth adoption.

About Airlake

Airlake is an AI platform designed to empower enterprise companies in internalizing advanced data analytics. It comprises three main services: Airlake platform (AI Data Foundation), Airlake AI models, and Airlake AI agents.. This comprehensive support system aids businesses in overcoming the challenges posed by the growing demand for AI integration in operations.

About DATAFLUCT

Established with a vision to “monetize data,” DATAFLUCT aims to uncover new value from dormant data and resolve societal challenges. They excel in multimodal data utilization, capable of navigating various data formats through the complete process of collection, accumulation, processing, and analysis. Furthermore, they are addressing global challenges like loss reduction through demand forecasting, sustainable urban planning, and behavior change towards decarbonization. Recognized as a JAXA Venture company, DATAFLUCT prioritizes effective utilization of data for sustainable decision-making at the societal level.

For more details or to register for the webinar, visit DATAFLUCT Seminar Registration.