{ "date": "2026-08-04", "timezone": "Asia/Shanghai", "window_start": "2026-08-04T00:00:00+08:00", "window_end": "2026-08-05T00:00:00+08:00", "granularity": "daily", "data_status": "complete", "source": { "kind": "grafana_prometheus_and_prod_sqlite", "grafana_datasource": "DevOps-prometheus", "grafana_datasource_id": 80, "prometheus_labels": { "cluster": "prod-devops", "namespace": "investibook", "job": "backend", "prometheus": "monitoring/o11y-vmagent" }, "prod_backend_sqlite": "/data/db/investibook.db", "notes": [ "Cost comes from prod SQLite interaction_token_usage with runtime-aware accounting: OpenCode ses_* rows use cumulative session deltas; PI UUID and image-parse rows use per-row increments.", "workspace_count in summary is cost-derived distinct positive-cost workspaces.", "Prometheus is used for ACP interaction counts only; investigatory PI sessions made investibook_acp_session_cost unsuitable as the cost source for mixed-runtime weekly reporting.", "message categories are rule-based user-message classifications.", "scenario labels are added to split daily workspace_changes rows." ] }, "summary": { "total_cost": 40.9343, "total_acp_interactions": 49, "active_users": 18, "workspace_count": 32, "created_workspace_count": 28, "new_workspace_count": 27, "updated_existing_workspace_count": 8, "changed_workspace_count": 35, "message_count": 228, "user_message_count": 107, "assistant_message_count": 120, "unknown_user_count": 0, "unknown_cost": 0.0 }, "teams": [ { "team_path": "Japan Business Group / Technical Service", "team": "Technical Service", "cost": 11.4774, "acp_interactions": 16, "workspace_count": 4, "active_users": 3, "message_count": 113, "user_message_count": 56, "cost_per_ws": 2.8694, "cost_per_acp": 0.7173, "acp_per_ws": 4.0, "message_per_ws": 28.25, "message_per_acp": 7.0625, "correction_message_ratio": null }, { "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management", "team": "Technical Account Management", "cost": 10.3236, "acp_interactions": 8, "workspace_count": 6, "active_users": 2, "message_count": 39, "user_message_count": 18, "cost_per_ws": 1.7206, "cost_per_acp": 1.2905, "acp_per_ws": 1.3333, "message_per_ws": 6.5, "message_per_acp": 4.875, "correction_message_ratio": null }, { "team_path": "APAC Business Group / Customer Success & Alliances / Professional Services", "team": "Professional Services", "cost": 9.0557, "acp_interactions": 3, "workspace_count": 3, "active_users": 1, "message_count": 22, "user_message_count": 11, "cost_per_ws": 3.0186, "cost_per_acp": 3.0186, "acp_per_ws": 1.0, "message_per_ws": 7.3333, "message_per_acp": 7.3333, "correction_message_ratio": null }, { "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support", "team": "Intelligent Support", "cost": 2.7862, "acp_interactions": 7, "workspace_count": 9, "active_users": 3, "message_count": 36, "user_message_count": 14, "cost_per_ws": 0.3096, "cost_per_acp": 0.398, "acp_per_ws": 0.7778, "message_per_ws": 4.0, "message_per_acp": 5.1429, "correction_message_ratio": null }, { "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service", "team": "Observability & Diagnostics Service", "cost": 1.5529, "acp_interactions": 6, "workspace_count": 3, "active_users": 3, "message_count": 26, "user_message_count": 13, "cost_per_ws": 0.5176, "cost_per_acp": 0.2588, "acp_per_ws": 2.0, "message_per_ws": 8.6667, "message_per_acp": 4.3333, "correction_message_ratio": null }, { "team_path": "Japan Business Group / PreSales", "team": "PreSales", "cost": 1.4951, "acp_interactions": 2, "workspace_count": 1, "active_users": 1, "message_count": 4, "user_message_count": 2, "cost_per_ws": 1.4951, "cost_per_acp": 0.7476, "acp_per_ws": 2.0, "message_per_ws": 4.0, "message_per_acp": 2.0, "correction_message_ratio": null }, { "team_path": "Product / Enterprise & Partner Product", "team": "Enterprise & Partner Product", "cost": 1.3702, 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