Insights
AI insights
Engineering production AI: LLMs, agents, retrieval, evaluation and governance.
19 Sept 2026 · 8 min
AI development cost: what you pay for when you build an AI product or agent
Model fees are rarely the main cost. Data preparation, evaluation, integrations and guardrails decide both the budget and whether the system works.
15 Sept 2026 · 9 min
Why most AI pilots never reach production — and the engineering that fixes it
The model is rarely the problem. Retrieval quality, evaluation, integration and governance decide whether an AI pilot becomes a production system.
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