Stay updated with the latest trends in AI, software engineering, and industry-specific innovations from the Surion Labs team.
Generative AI has moved from experimental to essential. We explore the key considerations for enterprises building their AI strategy — from choosing the right models to governance and data privacy.
Surion Labs Team
April 2025 · 7 min read
After working across dozens of enterprise systems, we've seen microservices done well and done poorly. Here's our opinionated guide to the patterns that hold up in the real world.
Engineering Team
March 2025 · 10 min read
Aviation MRO organisations are sitting on vast amounts of operational data. We explore how AI and predictive analytics are changing maintenance planning and reducing AOG events.
Surion Labs Team
February 2025 · 8 min read
Fraud detection at scale requires careful architecture decisions. We break down the streaming, ML, and human-in-the-loop patterns that power reliable fraud prevention systems.
Engineering Team
January 2025 · 9 min read
The architectural shortcuts you take at MVP stage can haunt you at scale. We discuss which tradeoffs are acceptable early on, and which will cost you dearly later.
Surion Labs Team
December 2024 · 11 min read
Should you fine-tune a model on your data or use retrieval-augmented generation? We break down the trade-offs with real-world use cases and decision criteria.
AI Practice
November 2024 · 6 min read
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