Live · Operations console
Command Center
Quality operations across Pune, Sanand and Chennai · EV-2, PV-5, LCV-7 programs
Shift A · Local --:--|Fleet cadence 3.2 Hz
Median time-to-root-cause
3.4d
vs 7-week baseline
Active investigations
12
4 flagship · 8 routine
Awaiting your approval
3
CR-8821 · CQ-2031 · CQ-2025
Open corrective actions
27
14 on-track · 9 due <7d
Warranty cost trend
−8.2%
this quarter
Recurrence rate
4.1%
rolling 90-day
Field-issue lead time
6d
before first claim spike
Signals processed today
14,732
live
Agent Fleet Status
Eleven specialist agents · 4 reasoning · 2 awaiting approval
live attention healthy idle
Orchestrator
Lead RCA Agent
Coordinating fleet on CQ-2044· CQ-2044
88% util
Data Fabric Agent
Cross-system joins
Fusing MES · QMS · Telematics on VIN key· CQ-2044
72% util
Predictive Quality Agent
SPC & drift detection
Watching 128 SPC charts across 3 plants
34% util
Warranty & Field Agent
Claims & telematics
Clustering HVAC blower complaints
61% util
Vision-Signal Agent
Image & sensor fusion
Re-scoring paint-booth imagery for CQ-2038· CQ-2038
57% util
Root-Cause Agent
Hypothesis ranking
Ranking 3 hypotheses on CQ-2044· CQ-2044
79% util
Evaluator Agent
Confidence & counter-evidence
Standing by
12% util
Supplier Agent
Supplier quality liaison
Chargeback draft to NovaSeal Systems· CQ-2031
22% util
Remediation & 8D Agent
CAPA & 8D authoring
Drafting CAPA-1207 for CQ-2038· CQ-2038
48% util
Engineering-Change Agent
PLM change-request loop
CR-8821 ready for engineering approval· CQ-2025
31% util
Governance & Audit Agent
Policy, lineage, audit trail
Continuous audit · 100% coverage
25% util
Live activity
Streaming fleet actions across all cases
streaming
- Root-Cause Agent Ranked 3 hypotheses for CQ-2044 · top confidence 86%17523h ago
- Engineering-Change Agent Drafted change request CR-8821 · awaiting engineering approval17523h ago
- Warranty & Field Agent Flagged emerging pattern on HVAC blower · 14 claims in 72h17523h ago
- Remediation & 8D Agent CAPA-1190 closed after effectiveness verification17523h ago
- Supplier Agent Drafted chargeback notice to NovaSeal Systems · lot NS-447117523h ago
- Data Fabric Agent Joined 2,847 warranty rows to MES build records on VIN17523h ago
- Vision-Signal Agent Detected clearcoat orange-peel drift · Sanand Trim Line 217523h ago
- Predictive Quality Agent SPC drift on weld penetration · Body Shop Line 117523h ago
- Evaluator Agent Counter-evidence check passed on CQ-2031 hypothesis A17523h ago
- Orchestrator Dispatched Vision-Signal Agent to re-score 412 booth frames17523h ago
Active investigations
Ranked by warranty exposure · click to open case in Agent Operations Center
Filter:
| ID | Title | Program | Plant | Stage | Top RCA conf. | Status | TTRC |
|---|---|---|---|---|---|---|---|
CQ-2044 | Rising high-voltage battery drain on EV-2 platform Warranty exposure $4.82M · 1,247 VINs | EV-2 | Pune Plant | Rank | 86% | active | 3d |
CQ-2038 | Clearcoat orange-peel · Sanand Plant · Trim Line 2 Warranty exposure $310K · 184 VINs | PV-5 | Sanand Plant | Diagnose | 71% | active | 2d |
CQ-2031 | Door-seal water ingress · PV-5 · NovaSeal lot NS-4471 Warranty exposure $1.24M · 612 VINs | PV-5 | Sanand Plant | Draft CAPA | 92% | awaiting approval | 4d |
CQ-2025 | Infotainment head-unit random reboot · Kiron lot KE-7789 Warranty exposure $2.15M · 903 VINs | EV-2 | Pune Plant | Engineering Change | 89% | awaiting approval | 5d |
Warranty cost & recurrence
13-week trailing · attributed to closed root causes
−8.2% QoQ
warranty cost ($K/wk) recurrence %
Attributed warranty cost
$1.41M
last week
Recurrence rate
4.10%
−1.5 pp
Data Fabric · 14 sources joined on VIN/serial Autonomy dial · Level 3 (recommend & await approval) Audit trail · sealed for 218 actions today
CausalQ v3.4.2 · by JoulesToWatts