Synthetic data with
blockchain provenance
Generate verifiable datasets, track complete lineage on Filecoin, and fine-tune models with cryptographic proof of data origin.
Integrate in minutes
Native SDKs for Python, JavaScript, and Go. Direct integration with Hugging Face, automatic provenance tracking, and seamless deployment to any ML platform.
from synthik import SynthikClient
import datasets
# Initialize Synthik client
client = SynthikClient(api_key="your_api_key")
# Generate synthetic dataset with on-chain provenance
dataset = client.generate(
prompt="Medical diagnosis records with patient symptoms",
size=10000,
schema={"symptoms": "text", "diagnosis": "label"},
verify_on_chain=True
)
# Direct integration with Hugging Face
dataset.push_to_hub("your-org/medical-synthetic-data")
# Load and fine-tune with blockchain verification
from transformers import AutoModelForSequenceClassification
model = AutoModelForSequenceClassification.from_pretrained("bert-base")
# Training includes on-chain provenance tracking
trainer = dataset.get_trainer(
model=model,
track_lineage=True, # Automatic Filecoin storage
compute_target="vertex-ai" # Or "sagemaker", "lightning"
)Everything you need for trusted AI
From generation to deployment, every step is verified on-chain with complete transparency
On-Chain Model Lineage
Every fine-tuned model includes immutable provenance records on Filecoin, tracking data sources and training parameters
Verifiable Data History
Complete audit trail of dataset transformations, generations, and usage stored permanently on blockchain
One-Click Fine-Tuning
Deploy to Hugging Face, Vertex AI, or SageMaker with automatic provenance tracking and verification
Privacy-Preserving
Generate synthetic data that maintains statistical properties without exposing sensitive information
Decentralized Marketplace
Trade datasets with smart contract automation, ensuring fair compensation and usage rights
Quality Metrics
Automated quality scoring and validation against real-world data distributions
Applicable to innovators across industries
See how teams can build the future with synthetic data
Healthcare AI
Generate HIPAA-compliant synthetic patient records for model training
Financial Services
Create realistic transaction data without privacy concerns
Autonomous Vehicles
Synthetic sensor data for edge case scenario testing
Natural Language
Domain-specific text generation for specialized NLP models
Complete transparency,
immutable history
Every dataset and model fine-tune is permanently recorded on Filecoin. Track the complete lineage from synthetic generation to deployed model.
- View generation parameters and prompts
- Track all transformations and usage
- Verify model training data sources
- Ensure compliance and audit readiness
Simple, yet powerful
From dataset to deployment in four steps.
Define
Specify your dataset requirements and constraints
Generate
AI creates synthetic data with blockchain verification
Fine-tune
Train models with automatic lineage tracking
Deploy
Ship to production with full provenance
Ready to build with verified data?
Join thousands of developers building trustworthy AI with blockchain-verified synthetic data.