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Governed Agent System

Agents that structure the incident before the team arrives.

Sense, Intelligence, Act/Control, and Memory work inside one shared incident object. Each agent creates a structured output that the next agent can use directly.

Signal flow / INC-ERL-MOULD-SHORTSHOT

Shared structure

The smartness comes from the handoff.

The agents are not four disconnected chatbots. They keep refining the same production case, so every later step starts from structured context instead of raw noise.

01

Sense Agent

ConsumesPLC tags, MQTT topics, camera
ProducesUNS paths, units, topology
02

Intelligence Agent

ConsumesSignal topology, thresholds
ProducesIncident object, evidence pack
03

Act/Control Agent

ConsumesRanked hypothesis, SOPs
ProducesRecovery proposal, work order
04

Memory Agent

ConsumesResolved cases, SOPs, notes
ProducesMemory object, graph links
01

Sense Agent

Turns factory inputs into a signal topology.

Sense ingests scattered inputs (SCADA, Historian, IoT) and structurally maps them to a Unified Namespace (UNS). This means your plant data is instantly readable by both machines and humans, with full ownership and topology.

Structured Output
UNS mappingSignal topologyAsset alignment
lumina-platform / topology-builder
Sources1/5 live · 0 signals
OPC UAEuromap 77 / IMM Line B212 signals
S7 CommSiemens S7-1500 PLC #2
HistorianAVEVA PI / MUC-1
MQTTSparkplug B Edge Node
VisionCognex RTSP Camera #3
Unified Namespace/ erl-1 / moulding-b / imm-02
mapped0%
Raw tagUNS path suffixConf
CP_02_ACTcavity_pressure_bar0.97
DB42.DB_PRESSscrew_back_pressure0.95
SHOT_REJ_PPMshot_reject_ppm0.93
BARREL_TEMP_Z3barrel_temp_zone3_c0.99
CYCLE_TIME_MScycle_time_ms0.98
VIS_SHORTSHOT_FLAGvision_reject_flag0.88
Sense Agentlive
01UNS mapping
02Signal topology
03Asset alignment
02

Intelligence Agent

Understands deviation inside the production flow.

Intelligence continuously monitors the structured topology from Sense. When a critical deviation occurs, it doesn't just alert—it opens a structured incident containing the exact parameters, evidence, and an initial RCA hypothesis.

Structured Output
Incident caseEvidence compilationCause hypothesis
lumina-platform / signal-intelligence
monitoring 212 signals — all nominal
M-IMM-02 / moulding-b / erl-1
cavity_pressure_bar
820bar
shot_reject_ppm
12ppm
screw_back_pressure
58bar
cycle_time_ms
3,800ms
Evidence build
Watching 212 topology signals
Cavity pressure drops below 3σ threshold
Short-shot PPM spike correlates (+0.91)
Screw back pressure confirms secondary deviation
Event frame cut — 3 signals converging
Evidence pack compiled — incident opening
Intelligence Agentlive
01Incident case
02Evidence compilation
03Cause hypothesis
03

Act/Control Agent

Stages recovery plans without bypassing approval.

Act/Control bridges intelligence to operations. It proposes a governed recovery plan, retrieves the correct SOP, and stages an approval gate for the shift lead. It enforces Human-in-the-Loop before executing any automated or manual fix.

Structured Output
Recovery planSOP retrievalApproval gateWork order
lumina-platform / act-control
INC-MUC-104
Cavity pressure anomaly
M-IMM-02 / Moulding Line B
Ranked hypotheses
89%
Check-ring backflow
SOP-MOULD-P04 + 1 prior case
63%
Nozzle temp drift zone 3
Historian correlation 0.71
31%
Vision reject false pos.
Insufficient trace correlation
Recovery plan
01Reset cavity pressure setpoint → 820 barparametric
02Generate SAP PM work order — inspect ringmanual
03Append resolution to plant memoryauto
Memory context
SOP-MOULD-P04matched

Check ring wear — corrective procedure

INC-MUC-088similar

Check ring replaced — cavity pressure normalised

Q3-2024 Auditcontext

Injection unit wear inspection report

Act/Control Agentlive
01Recovery plan
02SOP retrieval
03Approval gate
04Work order
04

Memory Agent

Structures solved problems into reusable memory.

Memory ensures you never solve the same problem twice from scratch. It ingests the resolved incident, extracts key entities (Machine, Deviation, Fix), and appends it to the Factory Knowledge Graph for future similarity matching.

Structured Output
Knowledge indexingSemantic entity extractionSimilarity match
lumina-platform / plant-memory
Ingestion1/3 analyzed
SOP-MOULD-P04.pdf
SOP12p
Q3-2024-audit.xlsx
Audit34p
operator-notes-nov.md
Notes3p
Factory Knowledge Grapherl-1 / moulding-b
Machine
Component
Failure
Procedure
Incident
Memory Agentlive
01Knowledge indexing
02Semantic entity extraction
03Similarity match