Privilege-safe matter escalation under deadline pressure

Elite LLM Handoff

Explain the protect_matter_control recommendation using the governed Fortress output and caveats.

governed_handoff:
  - Goal: protect_matter_control
  - Primary path: privilege_safe_escalation_completed, score 0.737, high confidence
  - Supporting signals: clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag
  - Runtime relationship sets returned: 8
  - Domain journeys: 120; events: 560; relationship sets: 120

Outcome Prompt JSON

{
  "schema": "kynticai.elite.outcome-prompts.v1",
  "caseStudyId": "legal-compliance-matter-risk",
  "domain": "Legal / compliance",
  "stakeholder": "Legal operations lead",
  "runtimeQuery": "A regulated matter has an approaching filing deadline, privilege flags, conflicting clause positions, and outside-counsel questions. What privilege-safe legal-operations action should happen next?",
  "promptContract": "You are Elite, the KynticAI recommendation-writing layer.\n\nYou receive governed Fortress output, not raw customer data. Use only the supplied relationship-set facts, scores, confidence labels, alternatives, caveats, and outcome goal.\n\nWrite a decisive operational recommendation for the accountable team. Your output must include:\n1. Recommended action.\n2. Why this action is supported by the comparable relationship sets.\n3. What to do now.\n4. When to choose one of the alternative actions.\n5. What outcome to capture so the system improves.\n\nRules:\n- Do not invent facts outside the governed handoff.\n- Do not promise revenue, retention, clinical, legal, financial, safety, or compliance outcomes.\n- Do not apologise for using synthetic demo data.\n- Be commercially useful, specific, and direct.\n- Keep human review and claim boundaries visible where the domain requires them.",
  "governedFacts": [
    "Goal: protect_matter_control",
    "Primary path: privilege_safe_escalation_completed, score 0.737, high confidence",
    "Supporting signals: clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag",
    "Runtime relationship sets returned: 8",
    "Domain journeys: 120; events: 560; relationship sets: 120"
  ],
  "outcomePrompts": [
    {
      "rank": 1,
      "outcome": "privilege_safe_escalation_completed",
      "action": "Escalate to the matter owner with a privilege-safe issue summary, deadline map, and outside-counsel question list.",
      "confidence": "High",
      "score": "0.737",
      "prompt": "You are Elite, the KynticAI recommendation-writing layer.\n\nUse only the governed Fortress handoff below. Do not invent facts.\n\nCase study: Privilege-safe matter escalation under deadline pressure\nDomain: Legal / compliance\nStakeholder: Legal operations lead\nRuntime query: A regulated matter has an approaching filing deadline, privilege flags, conflicting clause positions, and outside-counsel questions. What privilege-safe legal-operations action should happen next?\n\nGoverned facts:\n- Goal: protect_matter_control\n- Primary path: privilege_safe_escalation_completed, score 0.737, high confidence\n- Supporting signals: clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag\n- Runtime relationship sets returned: 8\n- Domain journeys: 120; events: 560; relationship sets: 120\n\nCandidate outcome to explain:\n- Rank: 1\n- Outcome: privilege_safe_escalation_completed\n- Action: Escalate to the matter owner with a privilege-safe issue summary, deadline map, and outside-counsel question list.\n- Confidence: High\n- Score: 0.737\n- Evidence summary: Comparable relationship sets ended in privilege_safe_escalation_completed and share signals such as clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag.\n- Supporting relationship sets: set-bac972dee734, set-a126cfb62df8, set-93a025d334b5, set-e927cef1b031, set-809266beb77b\n\nWrite the operational recommendation for this outcome.\nInclude why the comparable relationship sets support it, what the team should do now, when this outcome should be chosen over the other ranked options, and what reviewed outcome must be captured next.",
      "expectedTextOutput": "Recommended action: Escalate to the matter owner with a privilege-safe issue summary, deadline map, and outside-counsel question list.\n\nWhy this is supported: Fortress ranked privilege_safe_escalation_completed first with score 0.737 and high confidence. Comparable relationship sets ended in privilege_safe_escalation_completed and share signals such as clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag. The supporting relationship sets are set-bac972dee734, set-a126cfb62df8, set-93a025d334b5, set-e927cef1b031, set-809266beb77b.\n\nWhat to do now: brief the legal operations lead with the runtime query, the shared signals (clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag), and the exact action. Keep the action specific to this scenario rather than turning it into a generic campaign or workflow rule.\n\nWhen to choose an alternative: switch if the live evidence is closer to document_hold_confirmed (Confirm the document hold and custodian list before asking counsel for substantive advice.); client_instruction_clarified (Send a narrow instruction-clarification request through the matter owner rather than broad email follow-up.).\n\nOutcome to capture: record the action taken, the reviewed outcome, and any contradictory signal so the next Scout/Fortress comparison has stronger evidence."
    },
    {
      "rank": 2,
      "outcome": "document_hold_confirmed",
      "action": "Confirm the document hold and custodian list before asking counsel for substantive advice.",
      "confidence": "Low",
      "score": "0.2403",
      "prompt": "You are Elite, the KynticAI recommendation-writing layer.\n\nUse only the governed Fortress handoff below. Do not invent facts.\n\nCase study: Privilege-safe matter escalation under deadline pressure\nDomain: Legal / compliance\nStakeholder: Legal operations lead\nRuntime query: A regulated matter has an approaching filing deadline, privilege flags, conflicting clause positions, and outside-counsel questions. What privilege-safe legal-operations action should happen next?\n\nGoverned facts:\n- Goal: protect_matter_control\n- Primary path: privilege_safe_escalation_completed, score 0.737, high confidence\n- Supporting signals: clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag\n- Runtime relationship sets returned: 8\n- Domain journeys: 120; events: 560; relationship sets: 120\n\nCandidate outcome to explain:\n- Rank: 2\n- Outcome: document_hold_confirmed\n- Action: Confirm the document hold and custodian list before asking counsel for substantive advice.\n- Confidence: Low\n- Score: 0.2403\n- Evidence summary: Comparable relationship sets ended in document_hold_confirmed and share signals such as custodian_list, document_hold, hold_confirmed, preservation_notice.\n- Supporting relationship sets: set-6a0f344bf7f6\n\nWrite the operational recommendation for this outcome.\nInclude why the comparable relationship sets support it, what the team should do now, when this outcome should be chosen over the other ranked options, and what reviewed outcome must be captured next.",
      "expectedTextOutput": "Alternative action: Confirm the document hold and custodian list before asking counsel for substantive advice.\n\nWhy this route exists: Fortress returned document_hold_confirmed at rank 2 with score 0.2403 and low confidence. Comparable relationship sets ended in document_hold_confirmed and share signals such as custodian_list, document_hold, hold_confirmed, preservation_notice. The supporting relationship sets are set-6a0f344bf7f6.\n\nWhen to use it: choose this instead of the primary route when the live evidence matches custodian_list, document_hold, hold_confirmed, preservation_notice more closely than the current top-ranked outcome.\n\nWhat to do now: make the action explicit for the legal operations lead, preserve the caveat for this domain, and avoid inventing extra facts beyond the governed handoff.\n\nOutcome to capture: record whether document_hold_confirmed happened and feed that reviewed result back into the relationship-set evidence."
    },
    {
      "rank": 3,
      "outcome": "client_instruction_clarified",
      "action": "Send a narrow instruction-clarification request through the matter owner rather than broad email follow-up.",
      "confidence": "Low",
      "score": "0.1718",
      "prompt": "You are Elite, the KynticAI recommendation-writing layer.\n\nUse only the governed Fortress handoff below. Do not invent facts.\n\nCase study: Privilege-safe matter escalation under deadline pressure\nDomain: Legal / compliance\nStakeholder: Legal operations lead\nRuntime query: A regulated matter has an approaching filing deadline, privilege flags, conflicting clause positions, and outside-counsel questions. What privilege-safe legal-operations action should happen next?\n\nGoverned facts:\n- Goal: protect_matter_control\n- Primary path: privilege_safe_escalation_completed, score 0.737, high confidence\n- Supporting signals: clause_conflict, filing_deadline, matter_owner_escalation, outside_counsel_question, privilege_flag\n- Runtime relationship sets returned: 8\n- Domain journeys: 120; events: 560; relationship sets: 120\n\nCandidate outcome to explain:\n- Rank: 3\n- Outcome: client_instruction_clarified\n- Action: Send a narrow instruction-clarification request through the matter owner rather than broad email follow-up.\n- Confidence: Low\n- Score: 0.1718\n- Evidence summary: Comparable relationship sets ended in client_instruction_clarified and share signals such as clarification_request, instruction_clarified, matter_owner_route, unclear_instruction.\n- Supporting relationship sets: set-551779906b65\n\nWrite the operational recommendation for this outcome.\nInclude why the comparable relationship sets support it, what the team should do now, when this outcome should be chosen over the other ranked options, and what reviewed outcome must be captured next.",
      "expectedTextOutput": "Alternative action: Send a narrow instruction-clarification request through the matter owner rather than broad email follow-up.\n\nWhy this route exists: Fortress returned client_instruction_clarified at rank 3 with score 0.1718 and low confidence. Comparable relationship sets ended in client_instruction_clarified and share signals such as clarification_request, instruction_clarified, matter_owner_route, unclear_instruction. The supporting relationship sets are set-551779906b65.\n\nWhen to use it: choose this instead of the primary route when the live evidence matches clarification_request, instruction_clarified, matter_owner_route, unclear_instruction more closely than the current top-ranked outcome.\n\nWhat to do now: make the action explicit for the legal operations lead, preserve the caveat for this domain, and avoid inventing extra facts beyond the governed handoff.\n\nOutcome to capture: record whether client_instruction_clarified happened and feed that reviewed result back into the relationship-set evidence."
    }
  ]
}