Finding category routing

What finding category routing does

Finding category routing is a triage design pattern: it tells the evaluator to apply different decision paths, evidence standards, and acceptance thresholds based on the finding type. That prevents a single generic rule from flattening important differences between security issues, performance issues, and code quality issues.

Its main value is consistency. A security finding may require exploitability and exposure analysis, while a performance finding may require latency or capacity evidence, and a code quality finding may hinge on maintainability or correctness. Routing by category helps each finding reach the right review lens.

Why routing matters in review workflows

Without category routing, teams often overfit to one kind of signal. For example, a system that treats every finding as a defect to be fixed immediately can create false urgency for low-impact quality issues, while a system that treats every finding as a subjective concern can underplay genuine security exposure.

Routing also makes escalation paths clearer. Security findings can be sent to a risk-aware approver, performance findings to an engineering owner with load and observability context, and code quality findings to the team responsible for maintainability standards. That separation reduces noise and helps reviewers apply the right standard at the right time.

How category-specific triage changes the decision

Different categories usually need different evidence. Security review may ask whether the issue is exploitable, externally reachable, or capable of privilege escalation; performance review may ask whether the regression is measurable under realistic load; code quality review may ask whether the issue is likely to increase defect rates, technical debt, or refactoring risk.

That means the routing rule is not just a label, it is part of the decision model. If the model cannot distinguish categories, it may accept a weak argument for one category because it was strong for another. The result is inconsistent triage, poorer prioritization, and reduced trust in automated review outcomes.

What good routing looks like in practice

Good routing is explicit, stable, and easy to audit. The category should be determined early, the supporting evidence should match that category, and the reviewer should be able to see why the finding was sent down a particular path. In practice, that makes triage faster and lowers the chance of applying the wrong acceptance threshold.

Well-designed routing also leaves room for edge cases. Some findings span more than one category, such as a bug that affects both security and performance. In those situations, the routing logic should either support multi-category review or define which category takes precedence so the decision does not depend on guesswork.

Related resources from NHI Mgmt Group

• Finding Routing
• Why are AI agents creating a new category of secrets risk?
• What is the difference between finding an AI agent and governing it?
• What is the difference between finding risky access and preventing risky access?