Engineering
Production AI
Technical deep-dives on enterprise AI architecture, deployment patterns, and the lessons we've learned building systems that actually work.
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The 5-Layer Architecture for Hallucination-Free Enterprise AI
A deep technical dive into the multi-layer orchestration pattern that prevents AI hallucinations in enterprise deployments.
Read article →RAG vs Fine-Tuning: When to Use Each
Understanding when retrieval-augmented generation beats fine-tuning, and when you need both.
Read article →Building Domain-Specific AI for Automotive
How we fine-tune specialized models for controls, robotics, paint, body, and assembly operations.
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