Singapore, 25th April, 2025 – FAIT, the pioneer of AI-driven Integration (ADI), unveiled its architecture at API Days Singapore 2025, held at Marina Bay Sands Expo & Convention Centre on April 15–16. The conference, themed “Where APIs Meet AI: Building Tomorrow’s Intelligent Ecosystems,” brought together global experts to explore the convergence of APIs and artificial intelligence in shaping future digital infrastructures.
FAIT’s Co-Founder and CEO, Aaron Hallmark, spoke alongside Co-Founder and CTO Corey Manders in a session titled “How to Architect an AI-First Platform: Lessons from Building FAIT.” Their talk introduced a practical framework for integrating artificial intelligence into the heart of enterprise system design. The discussion illustrated how to transcend basic API connectivity to enable true semantic understanding across applications.
Drawing on his extensive experience in capital markets integration and his early studies at Stanford University under AI pioneer John McCarthy, Hallmark highlighted the limitations of traditional API-based approaches in achieving true system comprehension. Manders, a seasoned researcher and platform architect, elaborated on FAIT’s architectural strategies. He demonstrated how FAIT segments workflows by determinism, avoids model lock-in, and applies probabilistic benchmarks to test non-deterministic AI outputs.
“While APIs are critical infrastructure—the connectivity they address is no longer the bottleneck,” said Hallmark. “True integration requires comprehension, not just connectivity. That’s where AI-first architecture comes in—and why we created the ADI category.”
Further, Hallmark and Manders demonstrated how FAIT improves mapping efficiency, enabling clients to reduce integration timelines by orders of magnitude. Notably, the platform accelerates the upfront business analysis of data mapping by up to 400 times compared to traditional methods.
Looking ahead, the team also previewed FAIT’s upcoming roadmap. The company will soon publish its FADM-2 benchmark, covering chained logic and hierarchical formats. FAIT will also launch a “lite” version of its platform aimed at broader business analyst and developer access. Interested parties are encouraged to follow FAIT on LinkedIn to receive updates and early access opportunities.
About FAIT
FAIT revolutionizes enterprise integration by leveraging advanced artificial intelligence to automate the business analysis of data mapping between systems. This approach significantly reduces deployment times and costs, enabling organizations to implement enterprise-grade technology solutions rapidly and effectively.
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