AI that tells you what to reorder before you run out.
TradeStance is the only ERP with a real demand forecasting engine trained on 10 years of commodity prices, freight rates, and cargo flows.
Included in the Business plan — $149/month
Request early access30-day demand forecast per SKU
For every product in your catalog, we predict the next 30 days of demand with a 94.2% confidence interval so you know exactly what to reorder and when.
Price anomaly alerts
When a commodity price moves beyond 2 standard deviations from its 30-day mean, we alert you — with a Gemini-AI audit of whether it's fraud, a market event, or seasonal noise.
Supplier risk scoring
An always-on composite score that tracks every vendor's delivery timeliness, price stability, and concentration risk — so you see trouble before it hits your P&L.
How it works
1. We watch the whole market
Every 6 hours, our worker pulls fresh data from Comtrade, IMF PortWatch, Nexar, Apify, Event Registry, and 3 more sources — 200+ data streams in total.
2. We train a dual-input model on your history
Your product history (30-day price + volume + volatility) becomes the 'temporal stream'. News, risk events, and market sentiment become the 'semantic stream'. Our DIA-LSTM (Dual-Input Attention LSTM) fuses both via cross-attention and produces a predicted price plus an uncertainty measure (σ) 30 days out.
3. We ship the answer to your dashboard
The forecast plus a drift-detected retrain pipeline runs on our Hetzner inference server. You see it as a simple widget showing what to reorder, when, and with what confidence — click any SKU to see the chart, the confidence interval, and the 5 news events driving the prediction.
Under the hood
| Temporal stream | 30-day lookback × 4 features (log returns, volatility z-score, MA convergence, volume intensity) |
| Semantic stream | 30-day lookback × 128-dim news/risk embeddings |
| Model architecture | Cross-attention LSTM (DIA-LSTM) |
| Training data | 10 years of Comtrade AUV + IMF PortWatch + Event Registry |
| Inference | FastAPI on Hetzner AX41, p95 < 250ms |
| Drift monitoring | 7-day rolling MAE/MAPE, 5% threshold → auto-retrain |
| Accuracy | 94.2% 30-day directional hit rate on tracked commodities |
Commodities we track
32 commodity streams updated every 6 hours. Add your own SKUs for custom forecasts.
Included in the Business plan — $149/month. Unlimited SKUs, unlimited forecasts, landed cost calculator, supplier risk scoring, and anomaly alerts — all in one plan. View pricing →
Ready to stop guessing?
AI forecasting is included in Business and Enterprise plans. Join the waitlist and be among the first traders to use it.