TN Precision AI Command Center

RAG · Digital Twins · Blockchain Provenance · Industrial AI

SIMULATED
ADVISORY ONLY
APPROVAL REQUIRED
TESTNET / PERMISSIONED
Build: q-hold sim v1.0
@zrt219

Active Advisory Flows

24+3 vs 1h ago

Approved Actions (24h)

128+18%

Action Success Rate

98.7%+2.1%

Avg. Confidence

93.4%+3.8%

Decision Engine Input

SIGNAL DETECTION
SIMULATED

Anomaly Detected

Thermal Drift Rising

Spindle 2 - Zone A

RETRIEVAL & CONTEXT

Similar Events

128

Patterns

94% match

Decision Tree
1
Evaluate Spindle FFT
2
Cross-Ref bearing history
Match Found (94%)
3
Propose Thermal Offset

AI ORCHESTRATION

CORE

THERMAL DRIFT COMPENSATION

Score: 96Conf: 97%

TOOL CHANGE RECOMMENDATION

Score: 92Conf: 94%

FEED OPTIMIZATION

Score: 90Conf: 93%

QUALITY HOLD ACTION

Score: 88Conf: 92%

Top Recommendation

THERMAL DRIFT COMPENSATION
ADVISORY ONLY

Recommendation Score

96/100

Success Rate

98.7%

Approval StateAdvisory Only
Rollback SafetySafe / Automated
SOP Override MatrixLEVEL 2
Force Execution w/o QA Hold
Bypass Maintenance Ticket
Manual Offset Injection
RECENT ADVISORY ACTIVITY

Thermal drift comp approved

3 mins ago

Executed

Tool change recommended

6 mins ago

Recommended

Quality hold action

12 mins ago

Under Review
ADVISORY AUTOMATION FLOW
1

Signal Detection

2

Retrieval

3

Output

4

Operator Review

5

Execution

6

Monitor

POLICY-AWARE GATING

Safety

Compliant

Quality

Compliant

Change Ctrl

Required

COMMS

Live stream

Command Evidence

08:14
READY

Twin scenario catalog active

Simulator Engine: Quality, thermal, and reliability incidents are available in the deterministic twin lab

08:19
SIMULATED

Approved corpus retrieval trace

RAG Console: Quality, engineering, maintenance, and compliance sources ranked for review

08:27
APPROVAL REQUIRED

Operator approval required

Workflow Gate: Recommendation remains advisory until the review decision is recorded

08:35
REVIEW

Cyber-physical frames assembled

Twin Replay: Scenario-specific replay frames now map telemetry, governance state, and shadow writebacks

08:41
TESTNET / PERMISSIONED

Evidence schema prepared

Provenance Service: Local evidence hashing active and Supabase migration scaffolded for later persistence