Control AI development
Develop AI models and software to understand equipment behavior, predict changes, and support control decisions.
CONTROL AI / REAL-WORLD ADOPTION
Control AI.
For the
real world.
Our top priority is developing control AI and bringing it into real-world use. KLDainamix applies its expertise in AI research, software, and computing infrastructure to industrial operations.
Explore KL-Physica01 / KL-PHYSICA
See the cause.
Test the response.
A control AI concept for understanding abnormal plant behavior and exploring recovery strategies.
Illustrative simulation. The scenarios and outcomes shown are not validated plant performance.
01
Detect
Notice a change in plant behavior.
02
Diagnose
Connect the signals to a likely cause.
03
Simulate
Compare a recovery plan with no action.
04
Review
Let the operator approve the next move.
What happens in the demo
In this example, a cooling pump loses performance. KL-Physica identifies the drift, forecasts a possible reactor trip, and proposes a recovery plan. The operator reviews the plan before control changes are made.
02 / Our focus
Developing control AI.
Bringing it into use.
Toward real-world adoption
Work with operational needs and constraints to explore how control AI can be evaluated and introduced into industrial settings.
Supporting research and technology
AI research & model development
Research and model development for control AI.
GPU & HPC infrastructure
Computing infrastructure for AI development and evaluation.
Large language models
Develop LLMs for specialized tasks.
Retrieval-augmented generation (RAG)
Connect language models with manuals, logs, and other organizational knowledge.
Time-series analysis
Analyze changing signals with statistics, deep learning, and generative AI.
Computer vision
Extract useful information from images and video.
Past work
AI systems development
We previously developed AI systems and applications to support business operations and decision-making.
AI & DX consulting
Our previous work included AI and digital transformation strategy, solution planning, and implementation support.
03 / ABOUT KLDainamix
Control AI,
with society in mind.
Toward a society where humans and AI coexist.
We work toward a world where everyone can understand and use evolving technologies, including AI, in everyday life. Today, our top priority is control AI development and real-world adoption, drawing on our research and engineering experience.
Founder’s research
Kenta Yanagi’s research focuses on large language models (LLMs) and reinforcement learning.
Kenta on LinkedInCompany information
- Company
- KLDainamix Inc. / 株式会社KLダイナミクス
- Established
- January 7, 2025
- Representative
- Kenta Yanagi · Founder & CEO
- Office
- 3F Sobunkan Building, 6-25-14 Hongo, Bunkyo-ku, Tokyo, Japan
- Access
- 4-minute walk from Todaimae Station
04 / CONTROL AI COLLABORATION
Bring control AI
closer to practice.
Contact us about control AI development, evaluation, and real-world adoption. Tell us about your equipment, operational challenges, or opportunities for research collaboration.
Start with a conversation about the use case, available data, and how to evaluate control AI in your setting.
Book a conversationGet in touch
We usually reply within 3 business days.
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