{
  "schemaVersion": "1.0",
  "title": "Customer Support Chatbot Management System",
  "lang": "en",
  "prd": {
    "oneLiner": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
    "goal": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
    "whyNow": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
    "category": "Customer Support & Knowledge system",
    "platforms": [
      "Web"
    ],
    "problem": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
    "solution": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
    "alternatives": "Email, chat, spreadsheets, and manual ledgers",
    "differentiator": "Manage intake, processing, and operations data as one connected source of truth.",
    "targets": [
      {
        "name": "Customer seeking fast conversational help",
        "role": "Requester and operational user",
        "needs": "Quickly register needed work and know its status.",
        "pain": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes."
      },
      {
        "name": "Chatbot, customer support, and knowledge operations coordinator",
        "role": "Operations administrator",
        "needs": "Manage priority and history and review operations metrics.",
        "pain": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes."
      },
      {
        "name": "System and policy administrator",
        "role": "Operations and security administrator",
        "needs": "Manage access, policy, and audit history.",
        "pain": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes."
      }
    ],
    "scenarios": [
      {
        "text": "An operational user registers required work and checks its status.",
        "start": "P1"
      },
      {
        "text": "An operator processes queued work and handles exceptions.",
        "start": "P5"
      },
      {
        "text": "System and policy administrator reviews policy and access.",
        "start": "P9"
      },
      {
        "text": "System and policy administrator reviews audit records and operating metrics.",
        "start": "P10"
      }
    ],
    "northStar": "Share of operations requests completed on time",
    "kpis": [
      {
        "name": "On-time processing rate",
        "target": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
        "baseline": "Not measured",
        "method": "Monthly aggregation of state changes against target dates",
        "refs": [
          "F6"
        ]
      },
      {
        "name": "Operations visibility",
        "target": "100% of key work tracked",
        "baseline": "Not measured",
        "method": "Share of records connected to reporting",
        "refs": [
          "F11"
        ]
      },
      {
        "name": "Auditable operations rate",
        "target": "100% of key changes retained",
        "baseline": "Not measured",
        "method": "Monthly audit-log and change-history review",
        "refs": [
          "F12"
        ]
      }
    ],
    "inScope": [
      "Chatbot intent, answer, knowledge link, and conversation-improvement request registration",
      "Conversation, intent, answer, handoff, resolution, and failure-pattern lookup",
      "Intent design, knowledge approval, response review, agent handoff, quality improvement, and version release",
      "Automated resolution, handoff, wrong-answer, CSAT, and intent-gap reporting",
      "Chatbot intent, answer, knowledge link, and conversation-improvement request registration validation and duplicate prevention",
      "Search, filter, and history management",
      "Owner, priority, and SLA management",
      "Approval and policy review",
      "Exception, rejection, and reprocessing",
      "Notifications and subscriptions",
      "External integration and data synchronization",
      "Role, permission, and audit management"
    ],
    "nonGoals": [
      "External customer portal",
      "Replacing adjacent systems such as accounting or payroll"
    ],
    "assumptions": [
      "User and organization data are available through company SSO.",
      "Operators manage policy and classification criteria."
    ],
    "risks": [
      "Weak initial classification can cause incorrect processing.",
      "Stale source data can reduce operational trust."
    ],
    "openQuestions": [
      "What defines urgent processing and approval?",
      "What are the post-completion verification and reopen rules?"
    ],
    "constraints": [
      "State, owner, and priority changes require audit logs.",
      "Access is limited by role.",
      "Permission, policy, and state changes require audit logs."
    ]
  },
  "requirements": [
    {
      "id": "R1",
      "title": "Intake and data quality",
      "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
      "status": "todo",
      "priority": "high",
      "acceptance": [
        {
          "text": "Required context, changes, ownership, and status are retained in an auditable record.",
          "done": false
        }
      ],
      "features": [
        {
          "id": "F1",
          "title": "Chatbot intent, answer, knowledge link, and conversation-improvement request registration",
          "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Chatbot intent, answer, knowledge link, and conversation-improvement request registration core processing rule",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Chatbot intent, answer, knowledge link, and conversation-improvement request registration exception and audit handling",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        },
        {
          "id": "F2",
          "title": "Chatbot intent, answer, knowledge link, and conversation-improvement request registration validation and duplicate prevention",
          "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Chatbot intent, answer, knowledge link, and conversation-improvement request registration validation and duplicate prevention core processing rule",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Chatbot intent, answer, knowledge link, and conversation-improvement request registration validation and duplicate prevention exception and audit handling",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": "R2",
      "title": "Records and search",
      "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
      "status": "todo",
      "priority": "high",
      "acceptance": [
        {
          "text": "Required context, changes, ownership, and status are retained in an auditable record.",
          "done": false
        }
      ],
      "features": [
        {
          "id": "F3",
          "title": "Conversation, intent, answer, handoff, resolution, and failure-pattern lookup",
          "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Conversation, intent, answer, handoff, resolution, and failure-pattern lookup core processing rule",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Conversation, intent, answer, handoff, resolution, and failure-pattern lookup exception and audit handling",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        },
        {
          "id": "F4",
          "title": "Search, filter, and history management",
          "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Search, filter, and history management core processing rule",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Search, filter, and history management exception and audit handling",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": "R3",
      "title": "Processing and ownership",
      "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
      "status": "todo",
      "priority": "high",
      "acceptance": [
        {
          "text": "Required context, changes, ownership, and status are retained in an auditable record.",
          "done": false
        }
      ],
      "features": [
        {
          "id": "F5",
          "title": "Intent design, knowledge approval, response review, agent handoff, quality improvement, and version release",
          "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Intent design, knowledge approval, response review, agent handoff, quality improvement, and version release core processing rule",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Intent design, knowledge approval, response review, agent handoff, quality improvement, and version release exception and audit handling",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        },
        {
          "id": "F6",
          "title": "Owner, priority, and SLA management",
          "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Owner, priority, and SLA management core processing rule",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Owner, priority, and SLA management exception and audit handling",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": "R4",
      "title": "Approval and exceptions",
      "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
      "status": "todo",
      "priority": "high",
      "acceptance": [
        {
          "text": "Required context, changes, ownership, and status are retained in an auditable record.",
          "done": false
        }
      ],
      "features": [
        {
          "id": "F7",
          "title": "Approval and policy review",
          "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
          "status": "todo",
          "priority": "mid",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Approval and policy review core processing rule",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Approval and policy review exception and audit handling",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        },
        {
          "id": "F8",
          "title": "Exception, rejection, and reprocessing",
          "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
          "status": "todo",
          "priority": "mid",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Exception, rejection, and reprocessing core processing rule",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Exception, rejection, and reprocessing exception and audit handling",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": "R5",
      "title": "Notifications and integrations",
      "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
      "status": "todo",
      "priority": "mid",
      "acceptance": [
        {
          "text": "Required context, changes, ownership, and status are retained in an auditable record.",
          "done": false
        }
      ],
      "features": [
        {
          "id": "F9",
          "title": "Notifications and subscriptions",
          "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Notifications and subscriptions core processing rule",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Notifications and subscriptions exception and audit handling",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        },
        {
          "id": "F10",
          "title": "External integration and data synchronization",
          "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "External integration and data synchronization core processing rule",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "External integration and data synchronization exception and audit handling",
              "desc": "Connect intents, knowledge, answer policy, conversation history, agent handoff, quality evaluation, and improvement releases. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": "R6",
      "title": "Insights and controls",
      "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
      "status": "todo",
      "priority": "mid",
      "acceptance": [
        {
          "text": "Required context, changes, ownership, and status are retained in an auditable record.",
          "done": false
        }
      ],
      "features": [
        {
          "id": "F11",
          "title": "Automated resolution, handoff, wrong-answer, CSAT, and intent-gap reporting",
          "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
          "status": "todo",
          "priority": "high",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Automated resolution, handoff, wrong-answer, CSAT, and intent-gap reporting core processing rule",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Automated resolution, handoff, wrong-answer, CSAT, and intent-gap reporting exception and audit handling",
              "desc": "Chatbot answers, knowledge articles, and agent-handoff rules are disconnected, so customers repeat their story and operators cannot find failure causes. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        },
        {
          "id": "F12",
          "title": "Role, permission, and audit management",
          "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
          "status": "todo",
          "priority": "mid",
          "acceptance": [
            {
              "text": "Required context, changes, ownership, and status are retained in an auditable record.",
              "done": false
            }
          ],
          "specs": [
            {
              "title": "Role, permission, and audit management core processing rule",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            },
            {
              "title": "Role, permission, and audit management exception and audit handling",
              "desc": "Raise chatbot automated resolution to 40% or more and improve collection of required context before agent handoff. Retain change, failure, and reprocessing conditions with history.",
              "acceptance": [
                {
                  "text": "Required context, changes, ownership, and status are retained in an auditable record.",
                  "done": false
                }
              ]
            }
          ]
        }
      ]
    }
  ],
  "ia": {
    "sections": [
      {
        "id": "S1",
        "title": "Intake and data quality",
        "pages": [
          {
            "id": "P1",
            "title": "Operations dashboard",
            "type": "top",
            "refs": [
              "F1",
              "F1:0",
              "F3",
              "F4:0",
              "F7:1",
              "F11"
            ],
            "children": []
          },
          {
            "id": "P2",
            "title": "Work list",
            "type": "page",
            "refs": [
              "F3",
              "F3:0",
              "F4",
              "F1:0",
              "F4:1",
              "F8",
              "F11:0"
            ],
            "children": []
          },
          {
            "id": "P3",
            "title": "Create record",
            "type": "page",
            "refs": [
              "F1",
              "F1:1",
              "F2",
              "F5",
              "F8:0",
              "F11:1"
            ],
            "children": []
          }
        ]
      },
      {
        "id": "S2",
        "title": "Records and search",
        "pages": [
          {
            "id": "P4",
            "title": "Record detail",
            "type": "page",
            "refs": [
              "F3:1",
              "F4:1",
              "F11",
              "F2",
              "F5:0",
              "F8:1",
              "F12"
            ],
            "children": []
          },
          {
            "id": "P5",
            "title": "Processing workspace",
            "type": "page",
            "refs": [
              "F5",
              "F5:0",
              "F6",
              "F2:0",
              "F5:1",
              "F9",
              "F12:0"
            ],
            "children": []
          }
        ]
      },
      {
        "id": "S3",
        "title": "Processing and ownership",
        "pages": [
          {
            "id": "P6",
            "title": "Approval and exception queue",
            "type": "page",
            "refs": [
              "F7",
              "F7:0",
              "F8",
              "F2:1",
              "F6",
              "F9:0",
              "F12:1"
            ],
            "children": []
          },
          {
            "id": "P7",
            "title": "Notifications and integrations",
            "type": "page",
            "refs": [
              "F9",
              "F9:0",
              "F10",
              "F3",
              "F6:0",
              "F9:1"
            ],
            "children": []
          }
        ]
      },
      {
        "id": "S4",
        "title": "Insights and controls",
        "pages": [
          {
            "id": "P8",
            "title": "Operations reports",
            "type": "page",
            "refs": [
              "F11",
              "F11:0",
              "F3:0",
              "F6:1",
              "F10"
            ],
            "children": []
          },
          {
            "id": "P9",
            "title": "Policy and access settings",
            "type": "page",
            "refs": [
              "F10:1",
              "F12",
              "F3:1",
              "F7",
              "F10:0"
            ],
            "children": []
          },
          {
            "id": "P10",
            "title": "Audit log",
            "type": "page",
            "refs": [
              "F8:1",
              "F12:0",
              "F12:1",
              "F4",
              "F7:0",
              "F10:1"
            ],
            "children": []
          }
        ]
      }
    ]
  },
  "flow": {
    "start": "P1",
    "transitions": [
      {
        "from": "P1",
        "to": "P2",
        "ref": "F1"
      },
      {
        "from": "P2",
        "to": "P3",
        "ref": "F2"
      },
      {
        "from": "P3",
        "to": "P4",
        "ref": "F3"
      },
      {
        "from": "P4",
        "to": "P5",
        "ref": "F4"
      },
      {
        "from": "P5",
        "to": "P6",
        "ref": "F5"
      },
      {
        "from": "P5",
        "to": "P6",
        "ref": "F7"
      },
      {
        "from": "P6",
        "to": "P5",
        "ref": "F8"
      },
      {
        "from": "P5",
        "to": "P7",
        "ref": "F6"
      },
      {
        "from": "P7",
        "to": "P8",
        "ref": "F9"
      },
      {
        "from": "P8",
        "to": "P9",
        "ref": "F10"
      },
      {
        "from": "P9",
        "to": "P10",
        "ref": "F12"
      },
      {
        "from": "P10",
        "to": "P4",
        "ref": "F11"
      },
      {
        "from": "P4",
        "to": "P1",
        "label": "Refresh operations status"
      }
    ]
  }
}