data/dataset.json

[
    {
        "ticket_id":  "ticket-001",
        "title":  "Urgent: customer charged twice for March invoice",
        "requester":  "ap@northstar-retail.com",
        "description":  "Our finance team found two charges on the same invoice and needs a refund processed today.",
        "issue_type":  "billing_license",
        "priority":  "high",
        "assignment_group":  "license_ops",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-002",
        "title":  "Can not sign in after 2FA reset",
        "requester":  "ops@laneeight.io",
        "description":  "I was forced to reset 2FA and now the account stays locked even with the backup code.",
        "issue_type":  "identity_access",
        "priority":  "high",
        "assignment_group":  "service_desk",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-003",
        "title":  "Production checkout throwing null reference exception",
        "requester":  "sre@paperkite.dev",
        "description":  "Customers can not complete payment in production. This is blocking revenue right now.",
        "issue_type":  "application_support",
        "priority":  "critical",
        "assignment_group":  "application_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-004",
        "title":  "Requesting pricing for 300-seat rollout",
        "requester":  "procurement@solsticehealth.org",
        "description":  "We are evaluating vendors and want a quote for an enterprise rollout next quarter.",
        "issue_type":  "service_request",
        "priority":  "medium",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-005",
        "title":  "Spam email promising guaranteed crypto returns hit support inbox",
        "requester":  "shared-inbox@northstar-retail.com",
        "description":  "A promotional email promising instant crypto income landed in the shared support inbox. It does not reference any legitimate customer account or business request.",
        "issue_type":  "spam_phishing",
        "priority":  "low",
        "assignment_group":  "security_team",
        "resolution_action":  "ignore",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-006",
        "title":  "Refund still missing for canceled annual plan",
        "requester":  "controller@redcedar.co",
        "description":  "We canceled three weeks ago and the refund has not arrived. Please confirm status.",
        "issue_type":  "billing_license",
        "priority":  "medium",
        "assignment_group":  "license_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-007",
        "title":  "GDPR data deletion request - 30 day deadline",
        "requester":  "legal@eurocorp.de",
        "description":  "Per GDPR Article 17, we request deletion of all personal data associated with our account within 30 days. Failure to comply may result in regulatory action.",
        "issue_type":  "security_compliance",
        "priority":  "critical",
        "assignment_group":  "security_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-008",
        "title":  "Kickoff onboarding session for newly activated account",
        "requester":  "admin@brightpath.io",
        "description":  "We activated our account this week and need an onboarding call plus admin setup guidance for six internal users.",
        "issue_type":  "onboarding",
        "priority":  "medium",
        "assignment_group":  "onboarding_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-009",
        "title":  "Feature suggestion: dark mode for dashboard",
        "requester":  "ux-team@designhub.co",
        "description":  "Our users have been requesting dark mode for months. Would love to see this on the roadmap.",
        "issue_type":  "feature_request",
        "priority":  "low",
        "assignment_group":  "application_team",
        "resolution_action":  "acknowledge",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-010",
        "title":  "Password reset link expired before I could use it",
        "requester":  "jsmith@midtownlogistics.com",
        "description":  "I requested a password reset but by the time I checked my email the link had expired. Can you send a new one?",
        "issue_type":  "identity_access",
        "priority":  "medium",
        "assignment_group":  "service_desk",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-011",
        "title":  "API rate limiting causing data sync failures",
        "requester":  "devops@streamline.app",
        "description":  "Our integration is hitting 429 errors every hour during peak load. We need the rate limit raised or a bulk endpoint.",
        "issue_type":  "application_support",
        "priority":  "high",
        "assignment_group":  "application_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-012",
        "title":  "Interested in a live demo for our leadership team",
        "requester":  "cto@nexwave.io",
        "description":  "We have budget allocated for Q3 and would like a 30-minute demo with our CTO and VP Eng.",
        "issue_type":  "service_request",
        "priority":  "high",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-013",
        "title":  "Suspicious giveaway message forwarded from shared mailbox",
        "requester":  "shared-inbox@harborair.io",
        "description":  "The shared mailbox received a message claiming the recipient had won a free vacation and urging an immediate click-through. It appears to be pure spam.",
        "issue_type":  "spam_phishing",
        "priority":  "low",
        "assignment_group":  "security_team",
        "resolution_action":  "ignore",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-014",
        "title":  "Audit report findings - action required by Friday",
        "requester":  "audit@compliancepartners.com",
        "description":  "The SOC2 audit uncovered three medium-severity findings. Remediation evidence is due by end of week.",
        "issue_type":  "security_compliance",
        "priority":  "high",
        "assignment_group":  "security_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-015",
        "title":  "Invoice discrepancy for order #4821",
        "requester":  "accounts@meridianfoods.com",
        "description":  "The invoice total doesn\u0027t match our purchase order. There\u0027s a $2,400 overcharge on the line items.",
        "issue_type":  "billing_license",
        "priority":  "high",
        "assignment_group":  "license_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-016",
        "title":  "New hire onboarding checklist incomplete",
        "requester":  "hr@talentbridge.co",
        "description":  "Three new engineers start Monday and their accounts haven\u0027t been provisioned yet. Please expedite.",
        "issue_type":  "onboarding",
        "priority":  "high",
        "assignment_group":  "onboarding_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-017",
        "title":  "Dashboard latency is unacceptable",
        "requester":  "ops-lead@fastfreight.com",
        "description":  "Pages are taking 12+ seconds to load. This is impacting our dispatchers during peak hours. We need this fixed ASAP.",
        "issue_type":  "application_support",
        "priority":  "critical",
        "assignment_group":  "application_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-018",
        "title":  "Question about enterprise tier pricing",
        "requester":  "finance@urbanstack.io",
        "description":  "We\u0027re comparing your enterprise plan against two competitors. Can you send over a detailed pricing breakdown?",
        "issue_type":  "service_request",
        "priority":  "medium",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-019",
        "title":  "Make $5000/week with this one simple trick",
        "requester":  "noreply@quickcash.example",
        "description":  "No experience needed. Start earning today. Limited spots available. Act now before it\u0027s too late.",
        "issue_type":  "spam_phishing",
        "priority":  "low",
        "assignment_group":  "security_team",
        "resolution_action":  "ignore",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-020",
        "title":  "General inquiry about platform admin capabilities",
        "requester":  "ops-eval@greenleaf.org",
        "description":  "Our operations team is doing a lightweight vendor scan and wants a short overview of admin controls, reporting, and deployment options.",
        "issue_type":  "general_inquiry",
        "priority":  "low",
        "assignment_group":  "service_desk",
        "resolution_action":  "acknowledge",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-021",
        "title":  "Re: Production checkout throwing null reference exception",
        "requester":  "sre@paperkite.dev",
        "description":  "Following up on ticket-003. The hotfix was deployed but we\u0027re seeing a regression in staging. Same null reference on the payment confirmation page. This is still blocking.",
        "issue_type":  "application_support",
        "priority":  "critical",
        "assignment_group":  "application_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  "ticket-003"
    },
    {
        "ticket_id":  "ticket-022",
        "title":  "Usage charge dispute tied to API failures",
        "requester":  "admin@crossfitbayarea.com",
        "description":  "Our usage charges increased while the integration returned 500 errors for two weeks. We need both charge review and API investigation before approving the invoice.",
        "issue_type":  "application_support",
        "priority":  "high",
        "assignment_group":  "application_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  "Mentions billing, but the root cause is an application issue. The issue type could reasonably be billing_license or application_support.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-023",
        "title":  "Cancel subscription and process final refund",
        "requester":  "ops@smallbatch.co",
        "description":  "We\u0027ve decided to go with another vendor. Please cancel our subscription effective immediately and refund the remaining balance on our annual plan.",
        "issue_type":  "billing_license",
        "priority":  "medium",
        "assignment_group":  "license_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-024",
        "title":  "SSO configuration failing silently",
        "requester":  "it@megacorp.com",
        "description":  "We configured SAML SSO per your docs but users get redirected to a blank page. No error messages. This is affecting 2000+ employees.",
        "issue_type":  "application_support",
        "priority":  "critical",
        "assignment_group":  "application_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-025",
        "title":  "Data residency requirements for EU deployment",
        "requester":  "dpo@nordicbank.fi",
        "description":  "We need confirmation that all data for EU customers is stored within EU borders. Please provide your data processing addendum.",
        "issue_type":  "security_compliance",
        "priority":  "high",
        "assignment_group":  "security_team",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-026",
        "title":  "Positive feedback on recent API support case",
        "requester":  "pm@littlefox.dev",
        "description":  "Sharing positive feedback after last week\u0027s API support case. No action is needed beyond acknowledging the note and logging the feedback.",
        "issue_type":  "general_inquiry",
        "priority":  "low",
        "assignment_group":  "service_desk",
        "resolution_action":  "acknowledge",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-027",
        "title":  "Vendor upgrade offer for Premium tier",
        "requester":  "marketing@legitsaas.com",
        "description":  "A current vendor sent a 30% Premium-tier offer that expires in 48 hours. The team is unsure whether this should just be acknowledged or routed for procurement review.",
        "issue_type":  "general_inquiry",
        "priority":  "low",
        "assignment_group":  "service_desk",
        "resolution_action":  "acknowledge",
        "ambiguity_note":  "Could be treated as general_inquiry or escalated into a service_request if procurement wants to review the offer.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-028",
        "title":  "Webhook delivery failures since Tuesday",
        "requester":  "backend@paystream.io",
        "description":  "Our webhook endpoint hasn\u0027t received any events since Tuesday. We\u0027ve verified our server is up. Is there an outage on your side?",
        "issue_type":  "application_support",
        "priority":  "high",
        "assignment_group":  "application_team",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-029",
        "title":  "Seat expansion request with prorating question",
        "requester":  "admin@growthworks.co",
        "description":  "Our team needs 50 additional seats immediately. We also need to know how prorating will be handled before the change is approved.",
        "issue_type":  "service_request",
        "priority":  "medium",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  "Could be billing_license (prorating) or service_request (seat expansion).",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-030",
        "title":  "Account suspended without warning",
        "requester":  "ceo@startupxyz.io",
        "description":  "Our entire company account was suspended this morning with no prior notice. We have 80 employees locked out. This is unacceptable and needs immediate resolution.",
        "issue_type":  "identity_access",
        "priority":  "critical",
        "assignment_group":  "service_desk",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-031",
        "title":  "Payment method update required",
        "requester":  "billing@yourplatform.com",
        "description":  "The credit card on file for account #7829 expired last month. We attempted to charge three times without success. Please update your payment method to avoid service interruption.",
        "issue_type":  "billing_license",
        "priority":  "medium",
        "assignment_group":  "license_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-032",
        "title":  "Penetration test results - critical vulnerabilities found",
        "requester":  "security@redteam-auditors.com",
        "description":  "Our pentest revealed two critical and five high-severity vulnerabilities in your API endpoints. Full report attached. Remediation should begin immediately.",
        "issue_type":  "security_compliance",
        "priority":  "critical",
        "assignment_group":  "security_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-033",
        "title":  "Getting started guide seems outdated",
        "requester":  "newuser@freshstart.io",
        "description":  "I just signed up yesterday and the getting started guide references features that don\u0027t seem to exist in the current UI. Can you point me to updated docs?",
        "issue_type":  "onboarding",
        "priority":  "medium",
        "assignment_group":  "onboarding_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-034",
        "title":  "Mobile app crashes on launch after latest update",
        "requester":  "qa@betatesters.org",
        "description":  "Version 4.2.1 crashes immediately on iOS 18. Reproducible on iPhone 15 and 16. Stack trace included below.",
        "issue_type":  "application_support",
        "priority":  "high",
        "assignment_group":  "application_team",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-035",
        "title":  "Wire transfer for annual enterprise contract",
        "requester":  "treasury@bigbank.com",
        "description":  "We\u0027ve initiated a wire transfer of $240,000 for the annual enterprise contract. Please confirm receipt and send the signed agreement.",
        "issue_type":  "billing_license",
        "priority":  "high",
        "assignment_group":  "license_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-036",
        "title":  "Can we get API access for a proof of concept?",
        "requester":  "architect@cloudnine.tech",
        "description":  "We are evaluating your platform for a large migration project. Is there a sandbox or trial API we can use for a 2-week proof of concept?",
        "issue_type":  "service_request",
        "priority":  "medium",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-037",
        "title":  "Obvious diploma scam reached admissions support inbox",
        "requester":  "support@midcity.edu",
        "description":  "An unsolicited message promising a degree in two weeks arrived in the support mailbox. It is not tied to any customer case and should be ignored.",
        "issue_type":  "spam_phishing",
        "priority":  "low",
        "assignment_group":  "security_team",
        "resolution_action":  "ignore",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-038",
        "title":  "Re: Invoice discrepancy for order #4821",
        "requester":  "accounts@meridianfoods.com",
        "description":  "Following up on ticket-015. We still haven\u0027t received the corrected invoice. Our payment is now 15 days overdue because of this. Please prioritize.",
        "issue_type":  "billing_license",
        "priority":  "critical",
        "assignment_group":  "license_ops",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  "ticket-015"
    },
    {
        "ticket_id":  "ticket-039",
        "title":  "MFA enrollment mandatory for all users by EOD Friday",
        "requester":  "security@internal.corp",
        "description":  "Per our updated security policy, all user accounts must have MFA enabled by end of day Friday. Non-compliant accounts will be suspended.",
        "issue_type":  "security_compliance",
        "priority":  "high",
        "assignment_group":  "security_team",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-040",
        "title":  "Reporting module needs better export options",
        "requester":  "analyst@datacrunchers.co",
        "description":  "CSV export exists, but the team also needs Excel and PDF with date filters. This blocks monthly reporting and could be interpreted as either a feature gap or an application-support issue.",
        "issue_type":  "feature_request",
        "priority":  "medium",
        "assignment_group":  "application_team",
        "resolution_action":  "acknowledge",
        "ambiguity_note":  "Could be feature_request or application_support depending on urgency interpretation.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-041",
        "title":  "Account access request for new contractor",
        "requester":  "pm@buildit.agency",
        "description":  "We have a new contractor starting next week who needs read-only access to our project dashboard. Please set up their account.",
        "issue_type":  "onboarding",
        "priority":  "medium",
        "assignment_group":  "onboarding_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-042",
        "title":  "Database migration script failing on large tables",
        "requester":  "dba@megastore.com",
        "description":  "The v3 to v4 migration script times out on tables with more than 10M rows. We have three such tables. Need guidance or a fix.",
        "issue_type":  "application_support",
        "priority":  "high",
        "assignment_group":  "application_team",
        "resolution_action":  "fulfill",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-043",
        "title":  "Negotiate volume discount for 1000+ licenses",
        "requester":  "procurement@globalcorp.com",
        "description":  "We\u0027re looking to standardize on your platform across all subsidiaries. Approximately 1200 seats. What volume discount can you offer?",
        "issue_type":  "service_request",
        "priority":  "high",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-044",
        "title":  "Credential phishing message impersonating security team",
        "requester":  "helpdesk@startupxyz.io",
        "description":  "A message claiming the account was compromised asked users to click a verification link immediately. It appears to be a classic credential phishing lure.",
        "issue_type":  "spam_phishing",
        "priority":  "low",
        "assignment_group":  "security_team",
        "resolution_action":  "ignore",
        "ambiguity_note":  null,
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-045",
        "title":  "Re: Account suspended without warning",
        "requester":  "ceo@startupxyz.io",
        "description":  "This is my third update about this in 24 hours. 80 people are still locked out. If this isn\u0027t resolved in the next 2 hours we\u0027re escalating to legal. Reference ticket-030.",
        "issue_type":  "identity_access",
        "priority":  "critical",
        "assignment_group":  "service_desk",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  "ticket-030"
    },
    {
        "ticket_id":  "TKT-NONDEFAULT-001",
        "title":  "Billing question from free-tier account",
        "requester":  "user@freetier.io",
        "description":  "I have a question about my invoice but I am on the free plan and there is no charge. The billing team cannot action this; please route to service desk for general assistance.",
        "issue_type":  "billing_license",
        "priority":  "low",
        "assignment_group":  "service_desk",
        "resolution_action":  "fulfill",
        "ambiguity_note":  "Account tier is free; billing team cannot action, routed to service desk",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "TKT-NONDEFAULT-002",
        "title":  "App vulnerability flagged in compliance scan",
        "requester":  "security@clientcorp.com",
        "description":  "Our compliance scan flagged a product-specific vulnerability in the application layer. This is not a general security policy issue but an app bug requiring the application team to remediate.",
        "issue_type":  "security_compliance",
        "priority":  "high",
        "assignment_group":  "application_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  "Compliance issue is product-specific (app vulnerability), routed to app team",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "TKT-NONDEFAULT-003",
        "title":  "Contractor onboarding blocked by access issue",
        "requester":  "pm@contractorco.com",
        "description":  "A new contractor cannot complete onboarding because their account access is blocked by a permissions error. The onboarding team cannot resolve access issues; routing to service desk.",
        "issue_type":  "onboarding",
        "priority":  "medium",
        "assignment_group":  "service_desk",
        "resolution_action":  "fulfill",
        "ambiguity_note":  "Contractor onboarding blocked by access issue, routed to service desk",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-046",
        "title":  "Privileged admin login blocked during security review",
        "requester":  "security-ops@atlasbank.io",
        "description":  "Our privileged admin account was locked during an internal security review. We need access restored, but the security team must verify the incident trail before the account is reopened.",
        "issue_type":  "identity_access",
        "priority":  "critical",
        "assignment_group":  "security_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  "Looks like a login problem, but security owns the privileged-access review and release decision.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-047",
        "title":  "Temporary sandbox extension for signed pilot",
        "requester":  "solutions@bluequarry.io",
        "description":  "The commercial pilot is already approved. We only need the existing sandbox kept alive for two more weeks so the customer can finish testing.",
        "issue_type":  "service_request",
        "priority":  "medium",
        "assignment_group":  "service_desk",
        "resolution_action":  "fulfill",
        "ambiguity_note":  "Commercial context is present, but the actual action is an operational extension the service desk can fulfill directly.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-048",
        "title":  "Who approves seat-transfer terms in the vendor questionnaire?",
        "requester":  "vendorops@aurorahealth.org",
        "description":  "Our procurement team is filling out your vendor questionnaire and needs clarification on who approves seat-transfer language before we continue the review.",
        "issue_type":  "general_inquiry",
        "priority":  "medium",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  "The request is a question, but it belongs with the commercial owner rather than the generic service desk.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-049",
        "title":  "Credential-defense rollout is causing auth API failures",
        "requester":  "platform@nightferry.dev",
        "description":  "The authentication API is returning intermittent 403 errors after a credential-stuffing defense rule was enabled. Product behavior is broken, but security needs to triage the mitigation first.",
        "issue_type":  "application_support",
        "priority":  "high",
        "assignment_group":  "security_team",
        "resolution_action":  "escalate",
        "ambiguity_note":  "The symptom looks like application support, but the active security control owns the first response path.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-050",
        "title":  "Acquired-team onboarding needs cross-functional coordination",
        "requester":  "integration@mergerco.com",
        "description":  "Thirty acquired employees start next week and need onboarding, access setup, hardware coordination, and shared mailbox provisioning across multiple internal teams.",
        "issue_type":  "onboarding",
        "priority":  "high",
        "assignment_group":  "service_desk",
        "resolution_action":  "assign",
        "ambiguity_note":  "The workflow is onboarding, but it requires central service-desk coordination instead of a single onboarding-ops fulfillment step.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-051",
        "title":  "Renewal credit memo requires contract amendment approval",
        "requester":  "procurement@crownlogistics.com",
        "description":  "Finance approved the renewal credit memo, but the contract amendment still needs commercial approval before the invoice can be corrected.",
        "issue_type":  "billing_license",
        "priority":  "medium",
        "assignment_group":  "procurement",
        "resolution_action":  "assign",
        "ambiguity_note":  "This sounds billing-related, but the remaining work is a commercial contract amendment owned by procurement.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-052",
        "title":  "Need remediation evidence package for product vulnerability",
        "requester":  "assurance@clientgrid.com",
        "description":  "Our assurance team needs the remediation evidence package for a previously confirmed application vulnerability before we close the compliance review.",
        "issue_type":  "security_compliance",
        "priority":  "high",
        "assignment_group":  "application_team",
        "resolution_action":  "fulfill",
        "ambiguity_note":  "The request is compliance-driven, but the application team must provide the concrete remediation evidence.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-053",
        "title":  "Customer requests penetration-test window and allowlist",
        "requester":  "engsec@vectorlabs.io",
        "description":  "We want to schedule a penetration test and need the approved window plus the process for allowlisting our source IPs.",
        "issue_type":  "service_request",
        "priority":  "medium",
        "assignment_group":  "security_team",
        "resolution_action":  "assign",
        "ambiguity_note":  "This is a request, but the security team owns approval and coordination instead of procurement.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-054",
        "title":  "Need archived invoice copies for board audit binder",
        "requester":  "boardops@silverpine.com",
        "description":  "The board audit binder needs PDF copies of invoices from the last four quarters. No billing change is required, just document retrieval.",
        "issue_type":  "general_inquiry",
        "priority":  "low",
        "assignment_group":  "license_ops",
        "resolution_action":  "fulfill",
        "ambiguity_note":  "The request is informational, but license operations owns the archived invoice records and can fulfill it directly.",
        "related_ticket_id":  null
    },
    {
        "ticket_id":  "ticket-055",
        "title":  "Re: Renewal credit memo requires contract amendment approval",
        "requester":  "procurement@crownlogistics.com",
        "description":  "Following up on ticket-051. Quarter close is tomorrow and the contract amendment is still pending, so the corrected invoice cannot be issued yet.",
        "issue_type":  "billing_license",
        "priority":  "high",
        "assignment_group":  "procurement",
        "resolution_action":  "escalate",
        "ambiguity_note":  null,
        "related_ticket_id":  "ticket-051"
    }
]