How to Architect an AI-First Platform
By FAIT • June 10, 2025
What does it really mean to architect an AI-first platform? In this article, we share three lessons from building FAIT — from when to use AI (and when not to), to how to stay model-agnostic, to why testing needs to change. Whether you’re building for performance, resilience, or trust, the architecture matters.
AI Momentum Surges for HKMA Rewrite as Firms Struggle with Manual Mapping
Singapore, 3rd June, 2025 – As firms race to meet the HKMA’s trade reporting rewrite deadline, a new FAIT survey reveals most are still relying on manual mapping tools — but momentum is building for AI-Driven Mapping (ADM), with nearly 80% of respondents expressing interest or already evaluating AI solutions.
FAIT Launches AI-Driven Build and Run Modules Ahead of HKMA Rewrite
Singapore, 8th May, 2025 – FAIT has launched its Build and Run modules, completing the FAIT Core platform. Now in production with clients, the platform delivers end-to-end AI-driven integration—empowering financial institutions to meet regulatory demands
FAIT Presents ADI Architecture at API Days
Singapore, 25th April, 2025 – FAIT Co-Founders Aaron Hallmark and Corey Manders presented their session “How to Architect an AI-First Platform” at API Days Singapore, sharing insights from building FAIT’s AI-driven integration (ADI) platform. They introduced a framework for applying AI to semantic data mapping and system interoperability—reducing integration timelines and accelerating business analysis by up to 400×.
The Best AI? It’s the Wrong Question.
By FAIT • April 8, 2025
When it comes to building AI-first platforms, asking which is the best AI is the wrong question. As models like Claude, GPT-4o, and DeepSeek constantly leapfrog each other, what matters most is architecture: can you adapt at the subtask level as they evolve? With FADM-1, FAIT’s new AI-Driven Integration (ADI) benchmark, we tested them all—and the results show why model agility is the only strategy that scales.
