Build: Netomi's Lessons for Scaling Agentic Systems Into the Enterprise

The Hook Enterprise agentic systems scale when they feel less like a demo and more like a governed service. That means routing, guardrails, and budgets are first-class citizens from day one.

Why I Built It I wanted a lightweight way to translate Netomi-style enterprise lessons into code you can run and test. The result is a playbook that makes confidence thresholds, escalation rules, and spend limits explicit.

The Solution The playbook centers on three mechanics: policy guardrails that block or escalate sensitive intents, confidence gating that pushes uncertainty to humans, and a budget guard that keeps costs predictable. Each decision is surfaced as structured output so it can be audited later.

The Code View Code

What I Learned

• Guardrails and human escalation become clearer when they are codified as small, testable rules.
• Budget limits are easier to enforce when they are part of routing, not an afterthought.
• A tiny playbook is enough to capture the operational posture of enterprise agentic systems.