Lyoreau — predictive analytics interface for automated investing
Predictive analytics · B2B

Automate your investment entries

Lyoreau combines programmed purchase averaging (DCA) and predictive models to calculate a purchasing schedule adapted to market volatility, without daily manual monitoring.

The interface centralizes your active positions, the signals detected on each tracked asset and the corresponding DCA execution schedule, continuously updated from connected market feeds.

About

Who is Lyoreau

Lyoreau designs quantitative analysis tools for professionals looking to diversify their income without constantly monitoring the markets. The platform processes price, volume and volatility data to provide calculated rather than arbitrary entry points.

Each recommendation remains subject to your validation. You maintain control over the amount invested, the frequency of purchases and the assets involved, while the model adjusts the pace of execution based on observed market conditions.

Lyoreau — product team working on market analysis models
Model logic

The predictive engine in brief

Four mechanisms work together to transform a raw price feed into a structured purchasing schedule.

Volatility analysis

Continuously measures the amplitude of price variations to calibrate the size of each scheduled purchase.

Entry point detection

Identifies statistically favorable price areas from historical data of the asset being tracked.

Dynamic weighting

Distributes the invested capital according to the level of risk detected at the time of execution, not according to a fixed amount.

Continuous learning

Recalibrates model parameters with each new market cycle observed, without manual intervention.

The dashboard overlays the price curve of the asset being tracked over the recommended buy zones, with a confidence index displayed for each decision, calculated over the selected period.

Methodology

From signal to execution

The process follows four fixed steps, designed to limit exposure to a one-off decision.

01

Data connection

Import your price histories or connect a market feed via API.

02

Volatility analysis

The model segments market cycles and identifies high-risk phases.

03

Calculation of inputs

Each purchase is positioned according to the weighting calculated for the current period.

04

Scheduled execution

DCA orders execute at defined times, with alerts in the event of an anomaly detected.

Priority to risk management

The model does not seek to maximize a one-off gain. It spreads exposure over time to reduce the impact of a sudden price variation, in accordance with the logic of dollar cost averaging. Risk parameters remain adjustable per asset.

Technical data

What the system analyzes

The values below describe the default capabilities of the analysis engine, adjustable by asset and market.

12+ variables tracked by asset (price, volume, volatility, momentum)
15 mins frequency of reevaluation of market signals
< 2 sec delay in generating a signal after receiving the stream
5 years usable history depth for model calibration

These values correspond to default configuration parameters, measured on internal simulations carried out on historical data. They do not imply any future results and do not constitute investment advice.

Integration & security

Deploy without technical friction

Designed to integrate with existing infrastructure, without heavy client-side migration.

  • REST API Connection to market feeds and compatible exchange platforms, for reading and execution.
  • Webhooks Synchronization of signals and executions with your internal reporting tools.
  • CSV/JSON export Extraction of the decision log for audit or off-platform analysis.
  • Scalable architecture Designed to absorb an increase in data volume without degradation of response time.

Security principles

Data travels via encrypted connection and is isolated by client environment.

Access is logged and limited according to the principle of least privilege, with immediate revocation in the event of a team change.

Switch to automated analysis

Talk to our team to assess the compatibility of Lyoreau with your tracked assets and data volumes.