Case studies

Case study: Prop Risk Manager

Prop account rules were not reliably respected during manual, high-pressure execution.

  • XAUUSD / US30Market
  • M5TF
  • MT5Platform
  • 6 weeksDelivery window
  • 5Deliverables
Backtest and forward test method

The client's idea

Arka Prop Desk works XAUUSD / US30 on M5; the opening brief was: Build a layer that closes trades before the account rules break, independent of whichever strategy I run.

Project and starting point

Prop account rules were not reliably respected during manual, high-pressure execution.

Solution architecture

An independent risk layer verifying daily state, drawdown and open exposure before any order is sent.

Why this design

An independent layer means a later strategy change cannot bypass the guard. It matches how XAUUSD / US30 is actually traded and can be tested against the data already available.

Implemented capabilities

Daily loss cap, max drawdown, position limit and violation logging with explicit error codes.

Safeguards and risk control

The risk layer sits outside the strategy logic, so a later change to the signal cannot bypass it.

Backtest and forward test method

Scenario testing on demo including spread spikes, simultaneous position opens and high-volatility days.

Publishable results

Risk rules are applied deterministically in code; the system did not breach its caps in the tested scenarios.

Limitations and cautions

Behaviour under abnormal conditions such as large gaps or broker disconnections requires separate testing.

Our next-step proposal

The next step is a monthly compliance report that proves the account rules were respected.

Portfolio

Measured results

These are the figures the test produced — not a promise about future performance.

  • 4.2 % Max drawdown in test
  • 99.8 % Runtime stability in test
  • 3 days Recovery after drawdown
  • 12 scenarios Scenario test coverage