Complete data intelligence layer: discover datasets across your data lake, assess ML-readiness, clean and prepare data, ensure compliance. Feed directly into ThalosForge optimization engines.
Three integrated capabilities that transform raw data into optimization-ready assets
Auto-discover and profile every dataset in your data lake. Know what you have before you use it.
Transform messy data into ML-ready datasets. Automated imputation, encoding, and normalization.
Ensure your data meets regulatory requirements before it touches your models.
From raw data lake to optimization-ready datasets in minutes
S3, GCS, Azure
Auto-profile
ML readiness
Impute, encode
Scan, tokenize
Feed engines
Comprehensive data intelligence features for enterprise data teams
Recursively scan storage systems. Detect CSV, JSON, Parquet, Avro, ORC. Build complete data catalogs automatically.
Row counts, column types, null rates, unique values, statistical distributions. Quality scores from 0-100 for each dataset.
Generate realistic synthetic datasets for testing, augmentation, and privacy-safe sharing. Preserves statistical properties.
Format-preserving tokenization with AES-256-GCM. Key vault integration. Reversible for authorized users only.
Population Stability Index (PSI) monitoring. Alerts when distributions shift. Track drift over time with baselines.
HMAC-SHA256 signed JSON and PDF audit reports. Tamper-evident trails. Regulatory examination ready.
Start free, scale as your data grows
Start discovering, cleaning, and governing your data in minutes. No credit card required.
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