Techstarts Image

Your powerful AI agent
drug discovery tool

Revolutionize Drug Discovery Through the Intelligent Application of AI

Target Visualization
AIDD
AI Agent
New modalities
What is AIDD?

AI-driven drug discovery (AIDD) integrates advanced machine learning and computational modeling to streamline therapeutic development

AIDD leverages deep learning and generative models to transform the drug discovery pipeline—including target identification, molecular design, and preclinical evaluation, uncovering novel therapeutics with greater speed, precision, and scalability.

At KumiChem™, we deliver a human-centered platform that amplifies the AIDD process through high-level automation and the seamless integration of expert knowledge with AI-driven innovation.

Reduce model development time
70%
Accelerate Drug Discovery
Reduce model development time
by up to 70% with built-in foundation
models, curated datasets, and intelligent
automation. (estimated)

Applicable
for Everyone

No coding needed. A clean, intuitive interface designed for all researchers
No coding needed. A clean, intuitive interface designed for all researchers
Get moving quickly with pre-built AIDD templates for popular and cutting-edge drug discovery use cases.

Jumpstart
with Templates

Get moving quickly with pre-built AIDD templates for popular and cutting-edge drug discovery use cases.

Flexible
Workflow Builder

Customize and manage your entire workflow – your research, your way.
Customize and manage your entire workflow – your research, your way.
Section ImagePoints Overlay
Diagram Overlay

KumiChem™ Automating AIDD workflows

Knowledge - Data - Models - People

No matter who you are in the world of drug discovery,
we're here to help you move faster, work smarter, and explore further

01

For Pharma Teams

Want to boost productivity on existing targets or explore brand-new ones? Our smart AI tools help you accomplish more, from target validation to ligand design, with speed and confidence.

02

For PI & University Labs

Bring the power of AI into your everyday research. Our tools are easy to adopt, flexible, and designed to supercharge your lab’s discovery workflows.

03

For Curious Minds & Learners

Just getting started or looking to stay up to date? Dive into the latest in drug discovery and AI with resources that make complex science simple and exciting.

04

Find the Best Solutions

Our system explores vast chemical and biological spaces, compares strategies, and recommends optimal paths — so you can make smarter decisions, faster.

05

Seamless & Scalable Workflows

Easily plug into your existing processes. Whether you're running a single experiment or scaling across projects, our platform flexes to your needs.

06

Collaboration-Ready

We've already begun working with real-world labs to co-create smarter solutions for delivering better medicines — faster. Now, we're looking for ambitious, like-minded partners to collaborate with and grow together.

Updates

Get the latest on our news, product updates, science blogs, and behind-the-scenes team stories — including milestone announcements, new features, and reflections from our journey

01 / 09
OCTOPUS Rack Design Contest Grant Prize Winner

OCTOPUS Rack Design Contest Grant Prize Winner

Our UI/UX designer Ann Grishunova won the Grand Prize at the OCTOPUS (Osaka University Compute & sTOrage Platform Urging open Science) Rack Design Contest 2025 with her “Blossom” concept, symbolizing AI in innovation, growth, and the beauty of the world. View detailed

News №009
DLeader Joins Techstars Tokyo 2025 Class

DLeader Joins Techstars Tokyo 2025 Class

DLeader has been selected to join Techstars, one of the world's leading startup accelerators, from a highly competitive pool of applicants spanning 120 countries, with an acceptance rate of less than 1%. View detailed

News №008
HVC Kyoto 2025

HVC Kyoto 2025

Our AI-driven drug discovery platform, KumiChem™, has been selected to participate in HVC Kyoto 2025, a leading healthcare venture conference in Japan that connects cutting-edge startups with investors, industry leaders, and global partners to accelerate innovation in life sciences. View detailed

News №007
Prof. Nakatani Joins as Scientific Advisor

Prof. Nakatani Joins as Scientific Advisor

We are honored to welcome Prof. Nakatani, a pioneer in small-molecule targeting of nucleic acids, as a scientific advisor. His groundbreaking research and passion for scientific innovation will play a pivotal role in shaping the next-gen drug discovery.

News №006
Ibaraki Tech Planter Talk

Ibaraki Tech Planter Talk

On February 8, 2025, at the Ibaraki Tech Planter Lightning Talk hosted by Leave a Nest, we presented the vision of our AI agent drug discovery platform, KumiChemTM. The event connected us with innovators, investors, and researchers eager to transform science through technology.

News №005
EXPO 2025 Selection

EXPO 2025 Selection

Our message, "Streamlining in-silico drug discovery workflows for a smarter, healthier future" was selected for Future Voyage at Expo 2025 Osaka, Kansai (Oct 3–7). View detailed

News №004
Prof. Mizuguchi Joins as Scientific Advisor

Prof. Mizuguchi Joins as Scientific Advisor

Spring 2024 marked the start of our collaboration with Prof. Mizuguchi at the University of Osaka, an internationally recognized leader in computational biology. His expertise in bioinformatics and AI-assisted drug design will help push the boundaries of in-silico research, opening new opportunities together.

News №003
Angel Investment

Angel Investment

In June 2024, DLeader secured a ¥10 million angel investment from First Domino. This funding will support the development of our proprietary AI-driven drug discovery platform.

News №002
Official Launch

Official Launch

On April 12, 2024, DLeader officially launched in Osaka with Qingwen Chen as CEO. The company was founded to revolutionize AI-based drug discovery, aiming to support real-world therapies with intelligent automation.

News №001
Domain Voice Background

Domain voices

Math icon
Field of activity:
Math

User-friendly AI platform

The premise for conducting data analysis and using its results as guidelines or bases is the recognition of its validity. Validity primarily refers to "statistical significance," with criteria rooted in probability theory's Law of Large Numbers and Central Limit Theorem.

Additionally, data science's dimensionality reduction, forecasting, and classification clustering methods may also utilize highly advanced modern mathematical tools and cutting-edge theories, which contribute to the thriving field of data science and provide a solid scientific foundation for the platform.

Written by Y. L, PhD candidate in Math, Japan
Life Science icon
Field of activity:
Life Science

Recognition of validity

Traditional drug development is typically a laborious and costly process with unavoidable ethical concerns regarding animal experiments and human trials. Employing AI can circumvent these issues and increase the efficiency of developing more effective and affordable drugs.

It is exciting to see that DLeader is providing this kind of user-friendly AI platform that enables researchers and companies to boost biomedical research and pharmaceutical development, ultimately benefiting educational purposes and public health.

Written by W. Z, PostDoc fellow in Life Science, Japan
Information Science icon
Field of activity:
Information Science

DLeader's commitment to innovative drug development

Recent research in AI and data mining has significantly accelerated the development of technologies across various domains.

We're excited to see DLeader's commitment to innovative drug development, and we anticipate it becoming a pioneering leader in this field.

Written by Y. J, PhD candidate in MultiMedia, Japan
Pharmaceutical icon
Field of activity:
Pharmaceutical

Revolutionize the industry

Developing a new platform for AI-based drug discovery could revolutionize the industry and lead to faster, more effective treatments.

I'm truly impressed by your courage to tackle such a challenging subject as a startup. I can't wait to see the impact your work will have on the healthcare industry.

Written by Kosagi, MNC Pharma Company, Japan
Medicine icon
Field of activity:
Medicine

The potential to significantly enhance patient

The integration of AI into medical research and clinical practice has the potential to significantly enhance patient care by providing faster, more accurate diagnoses and personalized treatment plans. Leveraging AI can optimize the use of medical data, leading to groundbreaking advancements.

We are inspired by Dleader's dedication to bringing these innovations into the healthcare field. Looking forward to seeing how your efforts will improve public health.

Written by A. H. PostDoc fellow in Public Health, Pecking University
01 / 05

Frequently Asked Questions

Find quick answers to common questions about our platform, tools, and how we support AI-powered drug discovery

What tasks can be performed with the KumiChem™ platform?

The KumiChem™ platform is designed to support a wide range of practical, AI-driven tasks in drug discovery and development. Some examples like:
  • QSAR Modeling: Predicting the biological activity and properties of small molecules to accelerate early-stage drug discovery.
  • ASO (Antisense Oligonucleotide) Design: Supporting new drug modalities through AI-assisted sequence design and optimization.
  • Idea Generation: Leveraging generative AI to explore novel chemical structures and therapeutic hypotheses.
  • Data Curation: Cleaning, organizing, and validating chemical and biological datasets for more robust model training.
  • Custom Model Training: Building tailored machine learning models using proprietary or domain-specific data to solve unique R&D challenges.
KumiChem™ combines deep learning techniques with domain expertise to streamline and enhance decision-making in modern drug discovery workflows.

How is KumiChem™ different from other platforms?

Who should use KumiChem™ platform?

How can I get early access to KumiChem™?

Laptop displaying AI drug discovery interface

Be the first to know about the app release!
Join to the waiting list

Person icon
Person icon
Company icon
Position icon
Email icon
Comment icon
Techstarts Image

Your powerful AI agent
drug discovery tool

Revolutionize Drug Discovery Through
the Intelligent Application of AI

Target Visualization
AIDD
AI Agent
New modalities

AI-driven drug discovery (AIDD) integrates advanced machine learning and computational modeling to streamline therapeutic development

AIDD leverages deep learning and generative models to transform the drug discovery pipeline—including target identification, molecular design, and preclinical evaluation, uncovering novel therapeutics with greater speed, precision, and scalability.

At KumiChem™, we deliver a human-centered platform that amplifies the AIDD process through high-level automation and the seamless integration of expert knowledge with AI-driven innovation.

Reduce model development time
70%
Accelerate Drug Discovery
Reduce model development time
by up to 70% with built-in foundation
models, curated datasets, and intelligent
automation. (estimated)

Applicable
for Everyone

No coding needed. A clean, intuitive interface designed for all researchers
No coding needed. A clean, intuitive interface designed for all researchers
Get moving quickly with pre-built AIDD templates for popular and cutting-edge drug discovery use cases.

Jumpstart
with Templates

Get moving quickly with pre-built AIDD templates for popular and cutting-edge drug discovery use cases.

Flexible
Workflow Builder

Customize and manage your entire workflow – your research, your way.
Customize and manage your entire workflow – your research, your way.
Diagram Overlay

No matter who you are in the world of drug discovery,
we're here to help you move faster, work smarter, and explore further

01

For Pharma Teams

Want to boost productivity on existing targets or explore brand-new ones? Our smart AI tools help you accomplish more, from target validation to ligand design, with speed and confidence.

02

For PI & University Labs

Bring the power of AI into your everyday research. Our tools are easy to adopt, flexible, and designed to supercharge your lab’s discovery workflows.

03

For Curious Minds & Learners

Just getting started or looking to stay up to date? Dive into the latest in drug discovery and AI with resources that make complex science simple and exciting.

04

Find the Best Solutions

Our system explores vast chemical and biological spaces, compares strategies, and recommends optimal paths — so you can make smarter decisions, faster.

05

Seamless & Scalable Workflows

Easily plug into your existing processes. Whether you're running a single experiment or scaling across projects, our platform flexes to your needs.

06

Collaboration-Ready

We've already begun working with real-world labs to co-create smarter solutions for delivering better medicines — faster. Now, we're looking for ambitious, like-minded partners to collaborate with and grow together.

Updates

Get the latest on our news, product updates, science blogs, and behind-the-scenes team stories — including milestone announcements, new features, and reflections from our journey

OCTOPUS Rack Design Contest Grant Prize Winner

OCTOPUS Rack Design Contest Grant Prize Winner

Our UI/UX designer Ann Grishunova won the Grand Prize at the OCTOPUS (Osaka University Compute & sTOrage Platform Urging open Science) Rack Design Contest 2025 with her “Blossom” concept, symbolizing AI in innovation, growth, and the beauty of the world. View detailed

News №009
DLeader Joins Techstars Tokyo 2025 Class

DLeader Joins Techstars Tokyo 2025 Class

DLeader has been selected to join Techstars, one of the world's leading startup accelerators, from a highly competitive pool of applicants spanning 120 countries, with an acceptance rate of less than 1%. View detailed

News №008
HVC Kyoto 2025

HVC Kyoto 2025

Our AI-driven drug discovery platform, KumiChem™, has been selected to participate in HVC Kyoto 2025, a leading healthcare venture conference in Japan that connects cutting-edge startups with investors, industry leaders, and global partners to accelerate innovation in life sciences. View detailed

News №007
Prof. Nakatani Joins as Scientific Advisor

Prof. Nakatani Joins as Scientific Advisor

We are honored to welcome Prof. Nakatani, a pioneer in small-molecule targeting of nucleic acids, as a scientific advisor. His groundbreaking research and passion for scientific innovation will play a pivotal role in shaping the next-gen drug discovery.

News №006
Ibaraki Tech Planter Talk

Ibaraki Tech Planter Talk

On February 8, 2025, at the Ibaraki Tech Planter Lightning Talk hosted by Leave a Nest, we presented the vision of our AI agent drug discovery platform, KumiChemTM. The event connected us with innovators, investors, and researchers eager to transform science through technology.

News №005
EXPO 2025 Selection

EXPO 2025 Selection

Our message, "Streamlining in-silico drug discovery workflows for a smarter, healthier future" was selected for Future Voyage at Expo 2025 Osaka, Kansai (Oct 3–7). View detailed

News №004
Prof. Mizuguchi Joins as Scientific Advisor

Prof. Mizuguchi Joins as Scientific Advisor

Spring 2024 marked the start of our collaboration with Prof. Mizuguchi at the University of Osaka, an internationally recognized leader in computational biology. His expertise in bioinformatics and AI-assisted drug design will help push the boundaries of in-silico research, opening new opportunities together.

News №003
Angel Investment

Angel Investment

In June 2024, DLeader secured a ¥10 million angel investment from First Domino. This funding will support the development of our proprietary AI-driven drug discovery platform.

News №002
Official Launch

Official Launch

On April 12, 2024, DLeader officially launched in Osaka with Qingwen Chen as CEO. The company was founded to revolutionize AI-based drug discovery, aiming to support real-world therapies with intelligent automation.

News №001
01 / 09

Domain voices

Math icon
Field of activity:
Math

User-friendly AI platform

The premise for conducting data analysis and using its results as guidelines or bases is the recognition of its validity. Validity primarily refers to "statistical significance," with criteria rooted in probability theory's Law of Large Numbers and Central Limit Theorem.

Additionally, data science's dimensionality reduction, forecasting, and classification clustering methods may also utilize highly advanced modern mathematical tools and cutting-edge theories, which contribute to the thriving field of data science and provide a solid scientific foundation for the platform.

Written by Y. L, PhD candidate in Math, Japan
Life Science icon
Field of activity:
Life Science

Recognition of validity

Traditional drug development is typically a laborious and costly process with unavoidable ethical concerns regarding animal experiments and human trials. Employing AI can circumvent these issues and increase the efficiency of developing more effective and affordable drugs.

It is exciting to see that DLeader is providing this kind of user-friendly AI platform that enables researchers and companies to boost biomedical research and pharmaceutical development, ultimately benefiting educational purposes and public health.

Written by W. Z, PostDoc fellow in Life Science, Japan
Information Science icon
Field of activity:
Information Science

DLeader's commitment to innovative drug development

Recent research in AI and data mining has significantly accelerated the development of technologies across various domains.

We're excited to see DLeader's commitment to innovative drug development, and we anticipate it becoming a pioneering leader in this field.

Written by Y. J, PhD candidate in MultiMedia, Japan
Pharmaceutical icon
Field of activity:
Pharmaceutical

Revolutionize the industry

Developing a new platform for AI-based drug discovery could revolutionize the industry and lead to faster, more effective treatments.

I'm truly impressed by your courage to tackle such a challenging subject as a startup. I can't wait to see the impact your work will have on the healthcare industry.

Written by Kosagi, MNC Pharma Company, Japan
Medicine icon
Field of activity:
Medicine

The potential to significantly enhance patient

The integration of AI into medical research and clinical practice has the potential to significantly enhance patient care by providing faster, more accurate diagnoses and personalized treatment plans. Leveraging AI can optimize the use of medical data, leading to groundbreaking advancements.

We are inspired by Dleader's dedication to bringing these innovations into the healthcare field. Looking forward to seeing how your efforts will improve public health.

Written by A. H. PostDoc fellow in Public Health, Pecking University
01 / 05

Frequently Asked Questions

Find quick answers to common questions about our platform, tools, and how we support AI-powered drug discovery

What tasks can be performed with the KumiChem™ platform?

The KumiChem™ platform is designed to support a wide range of practical, AI-driven tasks in drug discovery and development. Some examples like:
  • QSAR Modeling: Predicting the biological activity and properties of small molecules to accelerate early-stage drug discovery.
  • ASO (Antisense Oligonucleotide) Design: Supporting new drug modalities through AI-assisted sequence design and optimization.
  • Idea Generation: Leveraging generative AI to explore novel chemical structures and therapeutic hypotheses.
  • Data Curation: Cleaning, organizing, and validating chemical and biological datasets for more robust model training.
  • Custom Model Training: Building tailored machine learning models using proprietary or domain-specific data to solve unique R&D challenges.
KumiChem™ combines deep learning techniques with domain expertise to streamline and enhance decision-making in modern drug discovery workflows.

How is KumiChem™ different from other platforms?

Who should use KumiChem™ platform?

How can I get early access to KumiChem™?

Be the first to know when the app launches!
Join to the waiting list

Person icon
Person icon
Company icon
Position icon
Email icon
Comment icon
Laptop displaying AI drug discovery interface