80% of quant time is spent cleaning data, not building models.
Corporate actions and restatements break pipelines without warning. EU markets are fragmented across dozens of exchanges and reporting standards. Most data vendors offer no audit trail or point-in-time guarantees, so backtests and research are built on shifting sand.
Teams spend €300K–€500K per year on data engineers and ad‑hoc cleaning instead of alpha. DeepCap Pro delivers ML-ready equity data and research with transparent lineage, consistent schemas, and institutional QA—so you can focus on strategy, not plumbing.
Products
Performance
199%
DeepCap Personal 5Y
60.8%
US High-Conviction
18.99%
EU High-Conviction
How it works
Raw data
DeepCap cleaning + QA
Feature engineering
Outputs