Account Blowout Rate Reduced
Running Without Error
Accounts Under Management
Automated Overnight Coverage
THE CLIENT
The Challenge
The blowout problem wasn’t a single failure — it was four separate vulnerabilities that combined into significant capital risk every week
EAs continued executing trades through the night with no supervision. When market conditions shifted, there was nothing to intervene — and accounts took the full hit before morning.
Without equity protection, accounts would exceed acceptable drawdown levels on a regular basis. Capital that had taken weeks to build could be lost in a single unmonitored session.
With multiple accounts running concurrently, there was no consolidated view of performance. Analysing what was working — and what wasn't — across all accounts was manual, slow, and incomplete.
Pulling historical data from multiple accounts, comparing performance over months, and building a picture of what strategies were holding up — all of this was done by hand. It was consuming time that should have gone into trading decisions.
What Was Built
DBtronics built a layered automation system — each component solving a distinct problem, all running together without human input.
The core system runs overnight trades fully autonomously. It monitors positions in real time, enforces equity protection rules, and exits trades when predefined risk thresholds are hit — acting as a 24/7 risk manager that never sleeps, never panics, and never overrides the rules. Since deployment, the account blowout rate has dropped by 99%.
A custom data pipeline aggregates performance data across all active accounts. What used to take hours of manual spreadsheet work now runs automatically — comparing months or even a year's worth of historical data across 10+ accounts in minutes, surfacing patterns and informing future strategy decisions.
The initial system was built to scale. As Abdul's trading operation has grown, the automation has expanded with it — handling new accounts, new data sources, and new analysis requirements without needing to be rebuilt from scratch each time.
The numbers tell part of the story. The real result is that a trading operation that used to carry significant overnight risk now runs with near-complete confidence — every night, without intervention.
Reduction in account blowout rate
In production with near-zero errors
Live accounts under automated management
Saved per week on manual data analysis
In Their Words
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