Enterprise AI teams can't afford the months it takes to source, clean, and annotate real data. Ditosis delivers production-grade synthetic datasets fast enough to match your release cycles — privacy-safe, precisely engineered, and ready when you are.
Trusted by leading AI companies
Traditional data collection is slow, expensive, and privacy-risky. Ditosis generates high-quality synthetic datasets that match real-world distributions while protecting privacy and accelerating your AI development.
Our proprietary generation engines create text, images, audio, video, and tabular data that's indistinguishable from real data—but with complete control over every parameter.
No real user data. Fully synthetic, fully compliant with PDPA, HIPAA, and more.
Generate millions of data points on demand. No data collection bottlenecks.
Define exact distributions, edge cases, and scenarios your model needs.
SOC 2 compliant infrastructure. Your data specifications stay confidential.
From text to multimodal, we generate the exact data your AI models need.
Generate conversations, documents, code, Q&A pairs, and any text format for NLP training.
Synthetic images for computer vision, from product photos to medical imaging.
Speech, music, and environmental audio with precise acoustic properties.
Synthetic video sequences for action recognition, tracking, and more.
Structured datasets that preserve statistical properties while ensuring privacy.
Combined text, image, audio, and video datasets for complex AI systems.
From generation to delivery, every layer of our platform is engineered for quality and scale.
State-of-the-art generative models engineered specifically for creating training-quality synthetic data.
Generate millions of data points in hours, not months. Parallel processing across distributed infrastructure.
Continuous feedback loop to improve data quality based on your model performance metrics.
Comprehensive quality reports with distribution analysis, diversity metrics, and bias detection.
Build custom generation pipelines with our API. Integrate directly into your ML workflows.
Encrypted transfers, signed datasets, and secure cloud storage. Your data stays protected.
from ditosis import DataGenerator, Config
config = Config(
data_type="text",
format="conversation",
samples=1_000_000,
languages=["en", "es", "zh"],
distribution={
"casual": 0.4,
"technical": 0.3,
"formal": 0.3
}
)
generator = DataGenerator(config)
dataset = generator.generate()
# Quality validation
report = dataset.validate()
print(f"Quality Score: {report.score}%")
dataset.export("s3://your-bucket/training-data/")As a Malaysia-based company, we build every layer of our platform around the Personal Data Protection Act 2010 (PDPA), regional data sovereignty, and uncompromising quality standards.
Your data never leaves the jurisdictions you choose. We offer regional hosting across Southeast Asia with full infrastructure transparency, so you always know where your data lives and who can access it.
Every dataset we produce adheres to Malaysia's Personal Data Protection Act 2010. From the General Principle to the Security and Retention Principles — compliance is built into our pipeline, not bolted on.
Every dataset ships with a comprehensive quality report — distribution analysis, bias audits, diversity metrics, and accuracy scores. We don't just deliver data; we prove it's production-ready.
From healthcare to autonomous vehicles, our synthetic data powers AI across sectors.
Generate diverse conversation data, instruction-following examples, and reasoning chains for foundation model training.
HIPAA-compliant synthetic medical records, imaging data, and clinical notes for healthcare AI development.
Synthetic driving scenarios, sensor data, and edge cases for self-driving system training.
Product descriptions, customer reviews, and transaction data for recommendation systems.
Balanced datasets with synthetic fraud patterns for training robust detection models.
Synthetic financial data for risk modeling, compliance testing, and algorithm development.
See why top AI teams choose Ditosis for their synthetic data needs.
"Ditosis transformed our data pipeline. We went from 6 months of data collection to 2 weeks of synthetic generation with better model performance."
"The quality of synthetic medical imaging data exceeded our expectations. Finally, we can train diagnostic models without privacy concerns."
"We use Ditosis for all our conversation data needs. Their multi-language support and cultural nuance handling is unmatched."
"The API integration was seamless. Our team was generating custom datasets within hours of signing up."
"Ditosis helped us address class imbalance in our fraud detection models. Detection rates improved by 40% after retraining."
"The synthetic driving scenarios they generated covered edge cases we never could have collected in the real world."
Tell us about your data needs and our team will create a tailored proposal within 48 hours. No commitment required.
Prefer to talk directly?
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