Custom prediction AI models.
Backed by our own data intelligence.
DeepInvest builds bespoke prediction models for your universe and continuously validates them against history — so you're predicting tomorrow's markets, not explaining yesterday's.
Trained on billions of historical data points across countries, commodities, industries and financial markets.
Every call, graded against reality.
Not a polished backtest — the model's actual time-locked predictions on live equities, each graded against what really happened. We show the record, not a highlight reel.
AUC: Ranking skill (0.5 = coin flip, 1 = perfect). Base rate: Fraction of outcomes that were significant moves. Avg p_jump: Average confidence assigned. Legacy-era models were trained under defects since corrected (in-sample calibration, then price history that was partly invisible or mis-ordered at training time); their record stays on the page, shown separately so it neither flatters nor drags the current model.
| Company | Horizon | Move predicted | Actual move | Outcome |
|---|---|---|---|---|
| Hermès International | 5d | 7% | -8.17% | quiet |
| Recruit Holdings Co., Ltd. | 5d | 5% | -7.47% | quiet |
| Rheinmetall AG | 5d | 11% | -7.16% | quiet |
| Meta Platforms Inc. | 5d | 9% | +6.40% | quiet |
| SoftBank Group Corp. | 5d | 9% | +6.05% | quiet |
| NVIDIA Corporation | 5d | 7% | +5.77% | quiet |
| Keyence Corporation | 5d | 7% | -5.70% | quiet |
| LVMH Moët Hennessy Louis Vuitton SE | 5d | 9% | -5.49% | quiet |
| Ford Motor Company | 5d | 9% | +5.48% | quiet |
| Imperial Oil Limited | 5d | 8% | -5.30% | quiet |
| Agnico Eagle Mines Limited | 5d | 6% | +5.24% | quiet |
| Toyota Motor Corporation | 5d | 8% | -5.12% | quiet |
| Vodafone Group plc | 5d | 6% | +5.06% | quiet |
| Siemens AG | 5d | 8% | -4.64% | quiet |
| Volkswagen AG (preferred) | 5d | 11% | +4.55% | quiet |
| Commerzbank AG | 5d | 8% | +4.55% | quiet |
| Manulife Financial Corporation | 5d | 11% | +4.45% | quiet |
| Caterpillar Inc. | 5d | 8% | +4.37% | quiet |
| Newmont Corporation | 5d | 6% | +4.36% | quiet |
| Pernod Ricard | 5d | 8% | -4.34% | quiet |
The world produces signals. We read them.
Turns billions of signals into our proprietary data intelligence — the foundation every custom model is trained on.
Rewind to any date. See only what was knowable.
Choose any date, country, commodity or market and the platform rewinds time — showing only the information available then. No future data. No hindsight. No look-ahead bias.
Prediction history, accuracy and risk.
Historical simulation and backtesting are standard methods for evaluating how a strategy would have behaved using only the information available at the decision point. Our validation engine exists for one reason: to demonstrate predictive capability. Historical simulation only — past performance does not indicate future results.
Custom prediction models, validated against history.
Bespoke AI models trained on your universe and backed by our own data intelligence — with the full historical validation engine behind every call.