Runtime Context

Runtime context is how Jardine turns a generic support response into an account-aware response when needed. It is the layer that answers questions requiring live customer facts, not just static documentation.

Without runtime context, many account-sensitive requests should escalate by design. With runtime context configured correctly, those same requests can often be resolved faster and more accurately.

What Runtime Context Does

When a conversation needs account-specific information, Jardine uses connector configuration and template behavior to retrieve relevant facts during decision flow.

The important word is relevant. Runtime context should not be a broad data dump. It should provide only the minimum facts required to answer the question or make the right routing decision.

This keeps support handling both safer and easier to explain.

Identity Inputs and Mapping

Runtime retrieval depends on identity signals. In current connector configuration, identity mapping can use keys like email, external ID, and customer ID parameters.

Email is often the strongest default in support operations because it aligns naturally with how many customer conversations are identified.

But each team should define identity mapping based on how their actual support events are structured. If identity mapping is weak or inconsistent, connector behavior can appear “unreliable” even when the connector itself is healthy.

A practical rule is to verify identity assumptions early in validation, before rolling traffic broadly.

Template Selection and Predictability

In template-driven connector flows, runtime context is constrained by named operations. This is valuable because it keeps behavior predictable and auditable.

Rather than allowing unrestricted query behavior, template keys define known retrieval patterns with expected inputs and outputs. This makes debugging easier and reduces security and operations risk.

When teams ask why runtime context behaved a certain way, template-level traceability usually gives clear answers.

Behavior Under Missing or Failed Context

A mature system should not collapse when context is unavailable.

If connector queries fail or return no useful facts, Jardine should degrade gracefully. Depending on scenario type and policy, that may mean escalation instead of unsafe automation.

This is expected behavior, not a failure of the platform design. It protects customer trust by avoiding confident answers built on incomplete account context.

In operations, this means your team should design explicit fallback expectations: which scenarios can continue with knowledge-only context, and which scenarios must escalate when account context is missing.

Operational Practices That Improve Runtime Quality

The most reliable teams keep runtime context narrow and intentional.

They define connector usage by question type. They test identity mapping with realistic customer examples. They verify template results with controlled inputs. They avoid over-broad data access. And they validate decision outcomes before broad rollout.

They also watch for drift. Data schemas change. External systems evolve. Template assumptions that were correct a month ago may need refresh.

A short recurring review of connector tests and outcome simulations prevents many production surprises.

Troubleshooting Runtime Context Issues

When runtime behavior looks wrong, isolate the failure domain:

• Is identity mapping providing expected keys?
• Is connector status healthy and credential-ready?
• Does template test return expected results for real parameters?
• Are policy bounds blocking expected retrieval behavior?
• Is routing correctly handling missing-context scenarios?

This sequence is much faster than changing multiple settings at once.

A common mistake is blaming routing when the real issue is missing identity inputs. Another is blaming connector health when the real issue is a template parameter mismatch.

Layered diagnosis keeps fixes focused.

How Runtime Context and Knowledge Work Together

Runtime context should not replace knowledge. It should complement it.

Knowledge provides product and policy explanations. Runtime context provides account facts. High-quality answers often require both layers: policy guidance grounded in docs plus current customer state grounded in connectors.

When either layer is weak, quality drops. When both are strong, support behavior becomes fast, accurate, and explainable.

A Safe Rollout Pattern for Runtime Features

If you are introducing runtime context for the first time, choose one use case and launch it carefully.

Start with one connector and one template path. Run validation chats and outcome simulations for expected and missing-context scenarios. Confirm that escalation behavior is correct when context is absent. Then release in canary traffic before broader rollout.

This pattern gives you confidence without exposing customers to avoidable risk.

Runtime context is one of the most powerful capabilities in Jardine when used with restraint. Keep it scoped, test it thoroughly, and design for graceful fallback. That is how teams unlock account-aware automation without sacrificing operational trust.

For implementation-level endpoint reference, continue with API Overview.