Premium-support diagnostic telemetry accommodation option recommendation¶

Canonical pattern(s): Delegated authority option ranking Source Markdown: instances/support/premium-support-diagnostic-telemetry-accommodation-option-recommendation.md

Linked pattern(s)¶

delegated-authority-option-ranking

Domain¶

Support.

Scenario summary¶

An enterprise premium-support escalation manager is reviewing a recurrent authentication-latency case for a regulated customer that wants broader diagnostic collection before it approves the next troubleshooting step. The manager has a documented delegated authority band that allows recommendation of only a narrow local option menu, such as a tenant-scoped twenty-four-hour verbose logging extension, a one-time secure upload window for approved diagnostic artifacts, or continuation under the standard evidence-collection path, while broader packet capture, production database snapshots, indefinite retention overrides, or direct engineering debugging access require higher approval. The workflow must rank the viable in-band diagnostic accommodation options, show which requested paths are blocked by privacy, data-access, retention, and support-authority guardrails, and package escalation only if no locally permissible option can cover the case before anyone enables extra telemetry, changes retention settings, or requests privileged infrastructure access.

flowchart TD A["Case facts and requested diagnostic accommodation"] B["Delegated authority band and hard guardrails"] C["Bounded local option set for comparison"] D["Blocked or escalation-only paths with rationale"] E["Rank in-band options against case evidence"] F{"Any local option fits all hard boundaries?"} G["Preferred bounded recommendation plus boundary register"] H["Escalation packet because no local option fits"] A --> B A --> E B --> C B --> D C --> E E --> F F --> G F --> H D --> H

Target systems / source systems¶

Premium-support case timeline, incident notes, diagnostic request history, and current severity or business-impact summary
Delegated support authority matrix covering approved telemetry extensions, artifact-collection options, retention caps, and blocked data-access actions
Observability and evidence-collection policy library, including tenant-scoping rules, privacy controls, and regional data-handling constraints
Customer entitlement record, prior exception log, contract addenda, and earlier diagnostic accommodations on the same account
Security, privacy, and engineering escalation criteria plus recommendation and override audit logs

Why this instance matters¶

This grounds the pattern in support through a bounded diagnostic-accommodation recommendation problem rather than a concession package or service-credit decision. The value is narrowing the case to the safe local options that stay inside support authority, keeping blocked data-access requests explicit, and escalating only when the permitted menu cannot responsibly cover the customer's troubleshooting need.

Likely architecture choices¶

flowchart LR timeline["Premium-support case timeline, incident notes, request history, and severity context"] authority["Delegated support authority matrix telemetry options, retention caps, and blocked actions"] policy["Observability and evidence-collection policy library tenant scope, privacy, and regional handling rules"] records["Entitlement and exception records contract addenda and prior accommodations"] audit["Recommendation and override audit logs decision trace and boundary evidence"] subgraph local["Human local review delegated support boundary"] workspace["Bounded recommendation workspace ranked local options and blocked-path register"] manager["Premium-support escalation manager"] local_option["Local in-band accommodation recommendation"] workspace --> manager manager --> local_option end subgraph escalation["Escalation boundary higher approval required"] criteria["Security, privacy, and engineering escalation criteria"] packet["Escalation packet for higher-approval review"] criteria --> packet end timeline --> workspace authority --> workspace policy --> workspace records --> workspace authority --> manager policy --> manager manager --> criteria workspace --> audit manager --> audit packet --> audit

A tool-using single agent can retrieve the authority matrix, current case evidence, data-handling guardrails, prior exceptions, and entitlement context and turn them into one bounded ranking of diagnostic accommodation options.
Human-in-the-loop review still matters because the support escalation manager or duty lead decides whether to accept the recommended in-band option locally or send the case upward for broader data-access approval.
Read-only integration with case, observability, entitlement, privacy, and escalation systems is preferable so the workflow cannot silently enable telemetry, extend retention, or request privileged engineering access.

Governance notes¶

The output should distinguish allowed local accommodations, conditionally allowed options that depend on refreshed privacy or tenancy-scope evidence, and blocked requests such as cross-tenant capture, indefinite retention changes, or infrastructure-level debug access.
Prior exceptions, customer tier, and incident severity may influence ranking inside the delegated band but should never erase hard privacy, retention, or privileged-access guardrails.
Diagnostic artifacts, tenant identifiers, and any notes about sensitive data classes should remain visible only to authorized support, privacy, security, and escalation reviewers under normal role and retention controls.
Recommendation packets should preserve requested options, threshold inputs, evidence freshness, blocked-option rationale, and any override request so later review can reconstruct why one bounded accommodation was recommended or escalated.

Evaluation considerations¶

Rate at which accepted recommendations stay inside delegated support diagnostic authority without later privacy, security, or engineering correction
Time to produce a bounded accommodation option packet after the broader diagnostic request enters local review
Frequency with which blocked data-access or retention requests are surfaced before telemetry or artifact-collection settings are changed
Stability of option ranking when customer impact, tenancy scope, or data-sensitivity evidence changes during the same support review