Use structured logging, traces, and policy checks to make AI behavior explainable and controllable in production.
Many observability needs can start with free exporters, dashboards, and cost-trackers. Use our free tools as a baseline. Explore free services at https://ziontechgroup.com. Book a call: https://calendly.com/kleber-ziontechgroup.
Track token use, latency, fallback rate, and policy violations. Expand based on evidence.
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