PLATFORM ARCHITECTURE

The intelligence layer above ERP, MES, and the plant floor.

MfgLogic is not a system of record. It is the constraint-aware layer that turns the signals your plant already produces into ranked operating decisions.

THE STACK

Three layers. One operating network.

Every signal feeds the intelligence model. Every recommendation produces an action. Every action is logged in the decision journal.

LAYER 01Signal

Signal Layer

ERP orders, MES events, machine telemetry, PLC data, sensors, cameras, labor calendars, inventory systems, quality events, downtime logs.

ERPMESPLCSensorCameraQualityLaborInventory
LAYER 02Intelligence

Intelligence Layer

Constraint models, changeover math, bottleneck detection, schedule optimization, queue pressure, anomaly detection, scenario comparison, recommendation ranking.

Changeover ModelRouting LogicBottleneck MapAI RecommendationsScenario EngineRisk Model
LAYER 03Action

Action Layer

Planner approvals, publish-back, floor alerts, workcenter displays, decision journals, exports, audit trails, operator workflows.

ApprovePublishAlertExportAuditDisplay
CONSTRAINT MODEL

Every node in the plant is entangled with the others.

MfgLogic represents schedules, materials, crews, machines, quality, WIP and customer risk as one network — not seven disconnected dashboards.

WHAT THE MODEL DOES

Constraint-aware scheduling logic

  • Reads orders, routings, due dates, and customer priority from ERP/MES.
  • Loads workcenter state, machine telemetry, and downtime windows.
  • Calculates sequence-dependent changeover penalties using customer rules.
  • Models material readiness, substitutions, and supplier lead times.
  • Matches jobs to crew coverage, skill matrices, and certifications.
  • Flags WIP pressure, quality holds, and routing alternatives.
  • Compares scenarios and ranks recommendations by ROI.
  • Captures planner overrides and outcomes back into the model.
CONSTRAINT NETWORK
7 NODES · 12 EDGES
ScheduleMaterialsCrewMachinesQualityWIP QueueCustomer Risk
HOW IT RUNS

Connect · Model · Act.

STEP 01

Connect plant signals

Ingest ERP orders, MES status, spreadsheets, machine telemetry, material readiness, labor calendars, camera signals, quality events, and downtime logs.

STEP 02

Model operating constraints

Represent workcenters, routings, changeover rules, WIP queues, crew coverage, machine state, quality holds, and due-date risk as one connected operating network.

STEP 03

Recommend controlled action

Rank actions by value, explain the operational tradeoffs, let teams approve or override, then publish changes with a decision journal.

NO RIP-AND-REPLACE

Built above your existing systems.

SIGNAL SOURCES
ERP
Orders · demand · publish-back
MES
Operations · routing · WIP
Spreadsheets
Planner logic · local rules
Machines
Telemetry · downtime · PLC
Cameras
Line state · defects · safety
Materials
Inventory · substitutions · lead times
Labor
Crew · skills · shifts
Quality
Inspections · holds · rework
INTELLIGENCE
MfgLogic Layer
Constraint models · changeover math · ranked recommendations
PUSH OUT
ACTION OUTPUTS
Schedule
Alert
Publish
Display
Journal
NO RIP-AND-REPLACEBuilt above your stack