Methodology

ZenWave is a systematic capital platform. Engines are developed and operated under a Walk-Forward Analysis (WFA) protocol where out-of-sample (OOS) results govern acceptance.

Walk-Forward Analysis (WFA)

Walk-Forward Analysis divides historical data into sequential in-sample (IS) and out-of-sample (OOS) periods:

  1. Optimise on the IS window to find candidate parameters.
  2. Test those parameters on the unseen OOS window — the only performance that counts.
  3. Roll forward the window and repeat across all slices.
  4. Stitch OOS segments to construct a synthetic track record that no single optimisation could produce.

ZenWave engines use multi-slice anchored WFA. Each engine is evaluated across multiple slices (A1–A4, B1–B5) for parameter stability and regime alignment.

Initial Market — USDJPY

Initial research, validation, and deployment were conducted on USDJPY due to its liquidity profile, execution consistency, and identifiable macro regime behavior.

  • Deep liquidity and consistent execution quality
  • Distinct macro regime characteristics (BoJ/Fed divergence)
  • Clear volatility expansion cycles across sessions
  • Reliable historical data coverage

Additional markets may be evaluated under the same protocol.

Risk Controls

Risk controls are protocol-defined and enforced. No discretionary overrides are permitted. Risk is treated as a first-class constraint.

Position sizing is derived mechanically from a predefined risk percentage and stop-loss distance.

Reported risk is calculated from stop-loss exposure relative to account equity. Actual exposure may differ due to minimum lot size granularity (0.01 lots), broker price rounding, and execution effects such as slippage. Parameters are frozen during live deployment.

No Martingale or Grid Logic

No martingale. No grid logic. No hedge stacking. No loss-based sizing.

Mandatory SL & TP

Stop-loss and take-profit required on every position (server-side).

Server-Side Execution Only

Server-side execution only.

Engine Isolation

Engine isolation enforced.

Portfolio Architecture

The platform operates multiple engines with defined time horizons:

Engine ALong-term12-year structural breakouts
Engine BMedium-termAdaptive drift capture
Engine CTBDReserved slot. Details published after validation.

These engines are combined into ZenWave Book, the unified portfolio account with its own risk cap and allocation rules.

Research Tooling

AI-assisted tooling supports candidate generation and independent review. Decision authority remains human.

Builder

Generates candidates and assists with feature exploration and implementation.

Auditor

Reviews WFA results, verifies slicing boundaries, checks for data leakage, and flags overfitting indicators.

Engine selection, parameter acceptance, and risk allocation are approved by the operator.

Validation Philosophy

Published claims are supported by reproducible artifacts and a documented review process. Non-negotiable principles:

No Hindsight

Performance is measured only on out-of-sample data. In-sample numbers are never reported as expected performance.

Disclosure

WFA slices, parameter ranges, and OOS equity curves are published in quantitative reports and supporting media.

Third-Party Verification

Live results are tracked on cTrader Copy — publicly visible balance, equity, and trade history.

Independent Audit Tooling

Review tooling verifies slicing boundaries, checks for data leakage, and flags potential overfitting indicators.

Methodology is fixed prior to live deployment and is not modified in response to performance fluctuations.