Finance
4 articles on Finance from Ayoob AI, the full code AI automation agency based in Newcastle upon Tyne.
Trust but Verify: Validating GPU Float32 Math on the CPU
A post-dispatch spot-check re-computes 16 GPU Float32 outputs in Float64 on the CPU. If relative error exceeds tolerance, it discards and re-runs on CPU.
15 min read·2026-04-15
Preventing Silent Numerical Degradation in GPU-Accelerated Finance AI
GPU-accelerated finance AI silently loses precision below the pound. Our Float32 safety guard catches it before it hits your ledger, engineered in Newcastle.
17 min read·2026-04-10
How Finance Teams Use AI to Automate Reporting and Reconciliation
AI automation for finance teams. How custom AI handles invoice processing, reconciliation, and reporting without replacing your existing systems.
5 min read·2026-04-06
Why Reduced-Precision GPU Arithmetic is Dangerous for Enterprise Finance
WebGPU forces Float64 financial data into Float32, silently corrupting values above 16,777,216. How a precision guard blocks risky GPU dispatch.
14 min read·2026-04-06
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