APTO | Digital Transformation & Business Solutions

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Where datameets discovery.

Data that forms the foundation of discovery.

We provide solutions that generate high-quality data as the basis for AI development.

Data Formats

We address a wide range of technical challenges with data formats tailored to specific fields and uses.

Physical AI

Comprehensive Composite Data
General-Purpose AI/Metaverse

Images

Image Recognition, Analysis
Manufacturing, Healthcare, Retail

Video

Video Analysis & Comprehension
Media, Surveillance, Sports

3D(LiDAR)

Spatial Recognition, Distance Measurement
Autonomous Driving, Robotics

NLP

Natural Language Processing
Finance, Law, Customer Support

Audio

Speech Recognition & Generation
Telecommunications, Entertainment

Improvements

Here are the results of training domestic and international AI models using APTO's AI data.
By leveraging high-quality natural language datasets, we enable more accurate inference.

Mathematical Reasoning Dataset

A dataset to improve LLMs' mathematical reasoning ability

Benchmark | AIME2025

1

gpt-oss-20b

43.3+10.0

2

Qwen3-32B

36.7+10.1

3

gpt-4o-mini

10.0+6.67

Security Dataset

A dataset to enable LLMs to provide safer responses

Benchmark | AIME2025

AnswerCarefully

1

Gemma3-27B

90.18+11.31

2

Qwen3-32B

86.01+9.52

SafeDialBench

1

Gemma3-27B

49.44+15.87

2

Qwen3-32B

44.62+4.71

Instruction-Following Dataset

A dataset to improve LLMs' instruction-following performance

Benchmark | M-IFEval

1

shisa v2 qwen2.5-32b

58.85+1.44

2

deepcogito v1-preview qwen-32B

60.73+1.22

Services

Our services are tailored to your development style,
and you can choose the delivery method that best fits your development team, budget and schedule.

AI Data Platform

We carry out in-house annotation using our platform harBest and crowd workers.

Crowd worker-based data
collection and annotation

Natural Language Data, Images/Video Data, Voice Data

In-house data collection
and annotation

Natural Language Data, Images/Video Data, Voice Data

AI Data Platform

An AI data generation and management platform that leverages expert knowledge.

AI Solutions

Solution Development Services

From data collection to model development and system construction, our expert team handles everything.

Collection and annotation
of complex data

Natural Language Data,
Images/Video Data, Voice Data

Commissioned
development

AI development, system development,
RAG development, LLM development

AI Datasets

Download Format

We sell high-quality, ready-made datasets for companies that want to start AI development straight away.

Image/Video Data

Medicine,
infrastructure, food etc.

Voice Data

Conversation data,
engine sounds etc.

Natural Language Data

For LLMs, instruction tuning
Instruction Tuning

Case Studies

Results achieved by world-class companies that have chosen APTO.

LLM development at the highest level in Japan. What are the challenges faced by a research team devoted to improving accuracy?

LLM development at the highest level in Japan. What are the challenges faced by a research team devoted to improving accuracy?

Thank you for taking the time to talk to us today. First of all, can you briefly introduce yourself?: Mr....

Search real estate all over the world at once using satellite data. What kind of future will “WHERE” make possible?

Search real estate all over the world at once using satellite data. What kind of future will “WHERE” make possible?

We used harBest to create training data for object detection/annotation and we succeeded in accelerating AI development. What you’ll learn...

“I started developing AI behind the scenes at a television station. Now I want to spread this throughout the company”

“I started developing AI behind the scenes at a television station. Now I want to spread this throughout the company”

An initiative by developers who have been involved in TV station broadcasting systems and video analysis to detect abnormalities using...

Use Cases

Solving the latest AI development challenges with expert-quality data.

LLM/SFT/RLHF

Agents

RAG

Evaluation

Physical AI

Object Detection

Speech Recognition

Events & Insights

Practical insights from our AI engineers and information about future events.

Upcoming Events

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Expert Insights

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Data that sparks innovation

Unlock new possibilities for your business with APTO's AI data.
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