AI-Backtested Trading Intelligence
Tallren Advisors applies trained predictive models to historical and live market data, giving UK day traders a documented, backtested view of expected value before capital is committed.
How It Fits Your Workflow
Tallren Advisors is built to inform decisions you already make — entry timing, position sizing, and exit discipline — rather than to replace your judgement.
Each candidate position is scored against historical pattern matches, giving you an Expected Value (EV) estimate alongside your own chart reading, not instead of it.
The system monitors correlated exposure across open positions and surfaces a warning when concentration risk exceeds your configured threshold.
Every signal links back to the look-back window and asset class it was trained on, so you can judge relevance to current conditions before acting.
Connect via read-only API keys where your broker supports them. Tallren Advisors never requires trade execution permissions to generate analysis.
Backtesting & Methodology
We publish the assumptions behind every backtest — look-back window, slippage model, and fee structure — so you can judge the result on its own terms rather than take it on faith.
This chart is a structural illustration of how backtest output is presented, not a performance guarantee. Account-specific reports are generated from your selected strategy parameters and asset universe.
Expected Value (EV)
Calculated per trade across the full backtest window, net of modelled slippage and fees.
Max Drawdown
Largest peak-to-trough equity decline observed during the tested period, shown with date range.
Win Rate
Proportion of closed positions reaching target versus stop, reported alongside average R multiple.
Exposure Duration
Average holding period per strategy type, used to align signals with your trading style.
Methodology note: all backtests use historical price data with a conservative slippage assumption. Past performance in a backtest does not guarantee future results, and live conditions — liquidity, spread, and execution speed — can differ from modelled assumptions.
The Analysis Pipeline
Each stage below is logged, so you can trace any signal back through the pipeline to the data that produced it.
Price, volume, and sentiment feeds are collected from licensed providers and normalised to a shared time series.
The model derives features such as volatility regime, order-flow imbalance, and cross-asset correlation.
Current conditions are compared against the historical training set to produce a confidence-weighted EV estimate.
Position sizing and portfolio concentration limits are applied before any signal reaches your dashboard or API endpoint.
# Example: retrieving a ranked signal via REST GET /v1/signals?symbol=GBPUSD&horizon=intraday Authorization: Bearer <read_only_token> // Response (truncated) { "symbol": "GBPUSD", "ev_estimate": "model-derived, see report", "confidence_band": "see methodology", "risk_flag": "within configured limit" }
Built for Different Trading Styles
Select a style below to see how the same underlying pipeline is tuned to different holding periods and risk tolerances.
Signals refresh continuously during market hours, with an emphasis on order-flow imbalance and short-term volatility. Suited to traders who hold positions for minutes rather than days and need low-latency confirmation before acting.
The model weights medium-term momentum and sentiment shifts more heavily, producing fewer but higher-conviction signals designed for positions held over several sessions.
Macro mode blends economic data releases and cross-asset correlation into longer-horizon exposure recommendations, aimed at private investors managing a broader book rather than individual trades.
Questions We're Asked Most
The pipeline is designed for sub-second delivery during UK market hours. Actual latency depends on your network path and the data provider's own feed timing, which we do not control.
We use licensed price and volume feeds alongside structured sentiment data drawn from public market commentary. We do not disclose individual provider agreements for commercial reasons.
Retraining runs on a scheduled cycle, with each version logged and dated. Signals generated under a given model version remain traceable to that version in your reporting history.
No. Tallren Advisors connects to brokers using read-only access where supported and delivers analysis to you. Any decision to place, modify, or close a trade remains yours.
Yes. Every signal links to a methodology note covering the look-back window, slippage assumption, and fee model used to generate the associated EV estimate.
Connections use encrypted transport, and credentials are stored using industry-standard encryption at rest. You can revoke access at any time from your account settings.
Have a question we haven't covered? Visit the full FAQ
Request access to see how Tallren Advisors scores current market conditions against its historical training set, with full methodology notes included.