sample-data.json

{
  "_meta": {
    "title": "Tap to Trust — Sample Data",
    "purpose": "Realistic fixture data for designing and prototyping the mobile approval moment for agentic AI in Superchat.",
    "scenario": "A dental practice owner (Dr. Elena Marquez of Brightsmile Dental) receives approval requests from her AI agent 'Chattie' throughout a working day. The data covers the full spectrum of high-stakes agent actions an SMB owner might face.",
    "structure": {
      "business": "The SMB context — owner profile, notification preferences, and the AI agent's persona & autonomy level.",
      "approval_requests": "Four end-to-end scenarios covering every risk level and action category. Each request includes: action details, customer context (LTV, tenure, sentiment), conversation snippet leading up to the ask, the agent's recommendation + confidence, the full response spectrum (approve / approve-with-constraint / whisper / takeover / deny-with-reason / defer), and the holding message the customer sees while waiting.",
      "decision_log": "Recent past decisions — used to show history, response times, and learning inputs.",
      "learning_signals": "Pattern the agent has detected from the owner's past behavior, ready to be proposed as an auto-approval rule."
    },
    "scenarios_included": [
      "apr_001 — Medium-risk refund (€180, long-tenure customer)",
      "apr_002 — Low-risk booking reschedule (positive-sentiment customer)",
      "apr_003 — High-risk plan upgrade (€600 billing impact, irreversible window)",
      "apr_004 — Medium-risk customer record update (insurance change)"
    ],
    "response_types": {
      "approve": "Quick yes.",
      "approve_with_constraint": "Go, but with a cap/condition (e.g. 'cap at €50').",
      "modify": "Edit the action itself before approving.",
      "whisper": "Approve, but tell the agent to also ask/mention something.",
      "takeover": "Owner handles this personally.",
      "deny_with_reason": "No, with context so the agent can explain gracefully.",
      "defer": "Ask me again later."
    },
    "risk_levels": ["low", "medium", "high"],
    "recommended_use": "Use as the data layer behind mobile mockups, interactive prototypes, or notification/voice-UI experiments. Pick one apr_* scenario and design it end-to-end — depth beats breadth."
  },
  "business": {
    "id": "biz_8f3a9c",
    "name": "Brightsmile Dental",
    "type": "dental_practice",
    "owner": {
      "id": "usr_owner_01",
      "name": "Dr. Elena Marquez",
      "role": "Practice Owner",
      "phone": "+49 151 22334455",
      "timezone": "Europe/Berlin",
      "notification_prefs": {
        "push": true,
        "voice": true,
        "quiet_hours": "22:00-07:00"
      }
    },
    "agent": {
      "id": "agent_sc_01",
      "name": "Chattie",
      "persona": "warm, concise, professional",
      "autonomy_level": "supervised",
      "channels": ["whatsapp", "email", "voice"]
    }
  },
  "approval_requests": [
    {
      "id": "apr_001",
      "created_at": "2026-04-18T10:42:13Z",
      "risk_level": "medium",
      "category": "refund",
      "action": {
        "type": "process_refund",
        "amount": 180.00,
        "currency": "EUR",
        "reason": "Patient rescheduled cleaning; prepaid"
      },
      "customer": {
        "id": "cust_4821",
        "name": "Marcus Weber",
        "lifetime_value": 2340.00,
        "tenure_months": 36,
        "last_visit": "2026-02-11",
        "sentiment": "neutral",
        "channel": "whatsapp"
      },
      "conversation_snippet": [
        { "from": "customer", "at": "10:38", "text": "Hi, I need to cancel my cleaning tomorrow. Can I get the €180 back?" },
        { "from": "agent", "at": "10:39", "text": "Of course, Marcus. One moment while I check with Dr. Marquez." }
      ],
      "agent_recommendation": "approve",
      "agent_confidence": 0.82,
      "suggested_responses": [
        { "type": "approve", "label": "Refund €180" },
        { "type": "approve_with_constraint", "label": "Refund, but offer reschedule first" },
        { "type": "whisper", "label": "Approve, but ask about next visit" },
        { "type": "takeover", "label": "I'll handle this" },
        { "type": "deny_with_reason", "label": "Offer credit instead of refund" },
        { "type": "defer", "label": "Ask me in 10 min" }
      ],
      "customer_waiting_message": "Dr. Marquez is taking a quick look — one sec."
    },
    {
      "id": "apr_002",
      "created_at": "2026-04-18T11:05:47Z",
      "risk_level": "low",
      "category": "booking_change",
      "action": {
        "type": "reschedule_appointment",
        "from_slot": "2026-04-19T09:00:00Z",
        "to_slot": "2026-04-22T14:30:00Z",
        "service": "Routine Checkup"
      },
      "customer": {
        "id": "cust_9102",
        "name": "Sofia Hartmann",
        "lifetime_value": 680.00,
        "tenure_months": 8,
        "last_visit": "2025-10-04",
        "sentiment": "positive",
        "channel": "whatsapp"
      },
      "conversation_snippet": [
        { "from": "customer", "at": "11:03", "text": "Something came up — can I move tomorrow to next Wednesday afternoon?" },
        { "from": "agent", "at": "11:04", "text": "Wednesday 14:30 is open. Checking with the team." }
      ],
      "agent_recommendation": "approve",
      "agent_confidence": 0.96,
      "suggested_responses": [
        { "type": "approve", "label": "Confirm Wed 14:30" },
        { "type": "modify", "label": "Offer earlier slot" },
        { "type": "defer", "label": "Ask me in 10 min" }
      ],
      "customer_waiting_message": "One moment — confirming that for you."
    },
    {
      "id": "apr_003",
      "created_at": "2026-04-18T13:22:09Z",
      "risk_level": "high",
      "category": "plan_upgrade",
      "action": {
        "type": "upgrade_subscription",
        "from_plan": "Family Basic – €29/mo",
        "to_plan": "Family Premium – €79/mo",
        "billing_impact": 600.00,
        "effective": "immediate"
      },
      "customer": {
        "id": "cust_2277",
        "name": "The Klein Family (4 members)",
        "lifetime_value": 4180.00,
        "tenure_months": 52,
        "last_visit": "2026-03-30",
        "sentiment": "positive",
        "channel": "whatsapp"
      },
      "conversation_snippet": [
        { "from": "customer", "at": "13:20", "text": "We'd like the premium plan — the whitening and night-guard coverage especially." },
        { "from": "agent", "at": "13:21", "text": "Great choice. Let me confirm the switch with Dr. Marquez." }
      ],
      "agent_recommendation": "approve_with_constraint",
      "agent_confidence": 0.71,
      "risk_signals": [
        "New billing above €500",
        "Irreversible within 14 days"
      ],
      "suggested_responses": [
        { "type": "approve", "label": "Upgrade now" },
        { "type": "approve_with_constraint", "label": "Upgrade, start next cycle" },
        { "type": "whisper", "label": "Approve, confirm whitening coverage details" },
        { "type": "takeover", "label": "Call them myself" },
        { "type": "deny_with_reason", "label": "Suggest 3-month trial first" },
        { "type": "defer", "label": "Decide after 15:00" }
      ],
      "customer_waiting_message": "Pulling up the details — back in a moment."
    },
    {
      "id": "apr_004",
      "created_at": "2026-04-18T15:48:30Z",
      "risk_level": "medium",
      "category": "record_update",
      "action": {
        "type": "update_customer_record",
        "fields": {
          "insurance_provider": "AOK Bayern",
          "policy_number": "A-992-4481"
        }
      },
      "customer": {
        "id": "cust_5513",
        "name": "Jonas Becker",
        "lifetime_value": 1240.00,
        "tenure_months": 18,
        "last_visit": "2026-01-22",
        "sentiment": "neutral",
        "channel": "email"
      },
      "conversation_snippet": [
        { "from": "customer", "at": "15:44", "text": "I switched insurance. New details attached." },
        { "from": "agent", "at": "15:45", "text": "Got it — verifying and updating your file." }
      ],
      "agent_recommendation": "approve",
      "agent_confidence": 0.88,
      "suggested_responses": [
        { "type": "approve", "label": "Update record" },
        { "type": "whisper", "label": "Approve, request policy card photo" },
        { "type": "deny_with_reason", "label": "Need verification first" }
      ],
      "customer_waiting_message": "Updating your file now."
    }
  ],
  "decision_log": [
    {
      "request_id": "apr_000_prev",
      "decided_at": "2026-04-17T16:12:00Z",
      "decision": "approve_with_constraint",
      "constraint": "cap_at_50_eur",
      "response_time_seconds": 7,
      "outcome": "success",
      "customer_satisfaction": 5
    },
    {
      "request_id": "apr_000_prev2",
      "decided_at": "2026-04-17T11:30:00Z",
      "decision": "takeover",
      "response_time_seconds": 12,
      "outcome": "success",
      "customer_satisfaction": 5
    },
    {
      "request_id": "apr_000_prev3",
      "decided_at": "2026-04-16T09:05:00Z",
      "decision": "deny_with_reason",
      "reason": "Against store policy for items >30 days",
      "response_time_seconds": 9,
      "outcome": "resolved_alternate"
    }
  ],
  "learning_signals": {
    "pattern_detected": "Owner consistently approves refunds under €200 for customers with >24mo tenure",
    "proposed_rule": "Auto-approve refunds ≤€200 for customers with 24+ month tenure",
    "confidence": 0.91,
    "requires_owner_confirmation": true
  }
}