Real-time integrity protection, powered by GPU-accelerated pattern matching.
We deploy custom anti-cheat and fraud detection engines that process millions of behavioural signals in real time. Our Adaptive WebGPU Pattern Matching Engine runs a two-phase character frequency pre-filter across massive text logs, chat streams, and session data, delivering sub-second detection latency that rule-based systems cannot match.
revenue recovered
GPU-Accelerated Anti-Cheat Detection Engine
The Challenge
A major poker platform was haemorrhaging 18% of net revenue to coordinated bot networks operating across thousands of concurrent sessions. Existing rule-based detection was reactive, slow, and trivially circumvented. By the time manual review flagged an account, the damage was already on the balance sheet.
What We Built
We engineered a real-time behavioural analysis engine built on our Adaptive WebGPU Pattern Matching architecture. The system runs a two-phase character frequency pre-filter that scans player chat, betting cadence, and session telemetry across the entire active player base simultaneously. Phase one reduces the candidate set by 97% using GPU-parallelised frequency analysis. Phase two applies deep behavioural profiling to the remaining signals, identifying coordinated bot clusters in sub-second latency before they impact a single hand.
The Result
Bot-driven revenue loss eliminated entirely within the first month. Detection now operates in real time across every concurrent session with zero perceptible latency to legitimate players. The platform recovered the full 18% revenue gap and reduced fraud investigation headcount by 60%.
Our technical approach.
Every system we build runs on our adaptive three-tier compute architecture. Operations dispatch automatically between CPU, Web Workers, and WebGPU compute shaders based on dataset size and device capabilities.
Sensitive data stays on-device. Our hybrid CPU/GPU architecture processes locally via Web Workers and client-side GPU, eliminating cloud dependencies and round-trip server transfers entirely.
Why Ayoob AI.
ISO 27001:2022
Certified information security management. Your data is handled to the highest international standard.
Full Code
No low-code. No templates. Every system is engineered from scratch for your specific operations.
5 Pending Patents
Original research in adaptive algorithms, GPU compute, and platform security. We build from first principles.
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