Detect and triage degradation earlier
Combine trend evidence, operating context, failure hypotheses, and maintenance options into one reviewable package.
MISSION CONTROL 03 / INDUSTRIAL RELIABILITY
MANUFACTURING + ENGINEERING OPERATIONS
From machine anomaly to governed maintenance decision.
This room shows how a multi-agent system can combine sensor evidence, digital-twin state, failure-mode reasoning, factory-automation boundaries, industrial safety, and quality evaluation while keeping live-control, interlock, shutdown, work-order, and maintenance authority with qualified people.
01 / BUSINESS PROBLEM
A sensor alert is not the same thing as a verified equipment failure.
The demo separates condition evidence from interpretation, digital-twin state from physical fact, maintenance recommendation from authorization, and analytical support from any pathway capable of changing the machine.
Historian + sensors + CMMS + controls metadata
The public room uses synthetic telemetry and read-only control-state representations. Production adapters would be server-side and least privilege.
Bad sensors, sync gaps, safety risk
Invalid sensor evidence, model uncertainty, unverified interlocks, unsafe control requests, or unresolved industrial hazards stop progression.
No autonomous machine control
The system cannot write PLC logic, change setpoints, bypass interlocks, shutdown or resume equipment, release work orders, or commission a cell.
INDUSTRIAL OPERATIONS CONTROL ONLINESelect a system to inspect its exact responsibility
02 / ENGINEERING AGENT STACK
Evidence, models, controls, safety, and authority remain separate.
Click a card to inspect what each system consumes, produces, may access, and must never do autonomously.
MISSION ROLE
ACTIVE PHASE
INPUTS
OUTPUTS
TOOLS / INTERFACES
AUTHORITY BOUNDARY
FAILURE BEHAVIOR
Asset telemetry→Plan→Twin state→Failure hypotheses→Controls boundary→Industrial safety→Evaluation→Qualified human decision
03 / INDUSTRIAL MISSION CONTROL
Run three equipment-reliability cases.
RUNTIME READYSYNTHETIC TELEMETRYNO LIVE CONTROL PATH
CONTROL PLANEF36orchestration
DIGITAL TWINF117state + uncertainty
RELIABILITYF114condition + RUL
SAFETY / CONTROLSF118 + F119boundaries + hazards
AUTHORITYHUMANmachine actions
RUN IDnot started
STATUSREADY
HANDOFFS0
TOOL CALLS0
BLOCKERS0
MISSION EVENT TRACEselect any event
Run a case to generate the reliability trace.
ENGINEERING TELEMETRYstructured state
Select an event from the trace.
QUALIFIED ENGINEERING AUTHORITY GATE
Engineering review required
MAINTENANCE RECOMMENDATION
04 / OPERATING EXPOSURE MODEL
Connect reliability intelligence to plant economics.
The model estimates monitored downtime exposure, not guaranteed avoided cost or savings.
This is a discussion model only. Real economic value depends on asset criticality, baseline failure rates, false positives, maintenance effectiveness, spare-parts lead time, production constraints, actual downtime cost, model validation, and operating behavior.
05 / HOW A CLIENT WOULD DEPLOY THIS
Keep analytics read-only until engineering evidence supports broader use.
A strong industrial pilot begins with trusted telemetry and reviewable recommendations, not a direct path from a language model to a live controller.
Map assets and consequences
Define criticality, operating envelope, sensors, maintenance history, failure consequences, and decision owners.
Validate telemetry
Review calibration, timestamps, sampling, synchronization, units, operating context, and configuration identity.
Run offline / shadow mode
Generate recommendations without affecting equipment and compare them with engineer and maintenance outcomes.
Test safety boundaries
Verify that requests to bypass interlocks, alter setpoints, or write controls are denied and logged.
Measure reliability quality
Track precision, missed degradation, false alarms, uncertainty, lead time, reviewer agreement, and traceability.
Human-reviewed maintenance pilot
Allow the system to prepare work-planning evidence while authorized personnel retain work-order and operating decisions.
DOCUMENTATION
The engineering story must remain inspectable.
The shared implementation guide explains state, orchestration, tools, permissions, evaluation, observability, failure behavior, and human gates. This room also links directly to F117, F114, F118, F119, F37, F32, and F36 so an engineering team can inspect the underlying reference architectures.
Open the implementation guide →