{ "schemaVersion": "1.0", "title": "Data Catalog and Governance System", "lang": "en", "prd": { "oneLiner": "Connect data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "goal": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "whyNow": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "category": "Internal operations system", "platforms": [ "Web" ], "problem": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "solution": "Connect data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "alternatives": "Email, chat, spreadsheets, and manual ledgers", "differentiator": "Manage intake, processing, and operations data as one connected source of truth.", "targets": [ { "name": "Analyst or business contributor finding and using data", "role": "Requester and operational user", "needs": "Quickly register needed work and know its status.", "pain": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts." }, { "name": "Data governance and platform operations coordinator", "role": "Operations administrator", "needs": "Manage priority and history and review operations metrics.", "pain": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts." }, { "name": "System and policy administrator", "role": "Operations and security administrator", "needs": "Manage access, policy, and audit history.", "pain": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts." } ], "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "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": [ "Data asset, glossary term, owner, and access-request registration", "Dataset, metric, lineage, quality, sensitivity, and access-status lookup", "Metadata registration, review, certification, access approval, quality-issue, and change handling", "Data asset coverage, owner assignment, quality issue, and access-policy reporting", "Data asset, glossary term, owner, and access-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": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "features": [ { "id": "F1", "title": "Data asset, glossary term, owner, and access-request registration", "desc": "Connect data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "specs": [ { "title": "Data asset, glossary term, owner, and access-request registration core processing rule", "desc": "Connect data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ] }, { "title": "Data asset, glossary term, owner, and access-request registration exception and audit handling", "desc": "Connect data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history. 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": "Data asset, glossary term, owner, and access-request registration validation and duplicate prevention", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "specs": [ { "title": "Data asset, glossary term, owner, and access-request registration validation and duplicate prevention core processing rule", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ] }, { "title": "Data asset, glossary term, owner, and access-request registration validation and duplicate prevention exception and audit handling", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts. 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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "features": [ { "id": "F3", "title": "Dataset, metric, lineage, quality, sensitivity, and access-status lookup", "desc": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "specs": [ { "title": "Dataset, metric, lineage, quality, sensitivity, and access-status lookup core processing rule", "desc": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ] }, { "title": "Dataset, metric, lineage, quality, sensitivity, and access-status lookup exception and audit handling", "desc": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets. 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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history. 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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "features": [ { "id": "F5", "title": "Metadata registration, review, certification, access approval, quality-issue, and change handling", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "specs": [ { "title": "Metadata registration, review, certification, access approval, quality-issue, and change handling core processing rule", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ] }, { "title": "Metadata registration, review, certification, access approval, quality-issue, and change handling exception and audit handling", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts. 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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets. 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": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history. 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": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "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": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "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": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts. 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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets. 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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history.", "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 data catalogs, business glossary terms, lineage, owners, quality issues, access policies, and audit history. 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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "status": "todo", "priority": "mid", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "features": [ { "id": "F11", "title": "Data asset coverage, owner assignment, quality issue, and access-policy reporting", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "status": "todo", "priority": "high", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ], "specs": [ { "title": "Data asset coverage, owner assignment, quality issue, and access-policy reporting core processing rule", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts.", "acceptance": [ { "text": "Required context, changes, ownership, and status are retained in an auditable record.", "done": false } ] }, { "title": "Data asset coverage, owner assignment, quality issue, and access-policy reporting exception and audit handling", "desc": "Datasets, metric definitions, owners, access permissions, and quality issues are scattered, making trusted and safe data use difficult for analysts. 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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets.", "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": "Achieve 95% or more owner, sensitivity, and definition coverage for critical data assets. 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" } ] } }