DatologyAI
DatologyAIAutomated training-data curation platform: deduplication, model-based quality filtering, embedding-based selection and pruning, data ordering, and synthetic-data steps for text and multimodal pretraining corpora.
DatologyAI, proprietary curation platform deployed into customer VPC; no source-available product. Founded 2023 by Ari Morcos (ex-FAIR/DeepMind) and Matthew Leavitt (ex-MosaicML). ~$57.5M raised (seed + $46M Series A); angels include Jeff Dean and Yann LeCun. No named frontier-lab customers disclosed. Confirmed 2026-07-21.
Openness
1 high confidence- license
- Proprietary
- source
- closed
Fully proprietary automated-curation engine; the closed analogue to datatrove/NeMo Curator, science-of-data-curation niche.
- https://www.datologyai.com recorded 2026-07-21
Proprietary automated data-curation platform, no source available
Adoption
2 medium confidence~$57.5M raised with high-profile backers, but early-stage with no named frontier-lab deployments; traction is credibility/funding rather than proven scale. Directional.
- https://aibusiness.com/data/startup-raises-46m-to-revolutionize-ai-dataset-curation recorded 2026-07-21
~$46M Series A (total ~$57.5M) for automated data curation
Capability
3 medium confidenceStrong specialized curation engine, narrow scope and early adoption.
- https://www.datologyai.com recorded 2026-07-21
DatologyAI product/feature description
Unchanged since 2026-07-30 (last edited, not re-checked)