Manufacturing Intelligence Platform

The operating system for modern factories.

Connect every machine. Capture every event. Scale production intelligence from one line to an entire enterprise — without a system overhaul.

FactoryNXT MES dashboard showing live OEE score, production chart, machine state list, and batch traceability
Real-time data 12ms latency 248 tags/sec

Integrates with the systems your factory already runs on

SIEMENS
ROCKWELL
BOSCH
SAP
ORACLE
AVEVA
OPC UA
Solutions

A modular platform forevery layer of production.

Deploy the modules you need, when you need them. Every component is purpose-built for the factory floor.

Manufacturing Execution System

Replace paper with a deterministic execution layer. Dispatch work orders, enforce digital work instructions, capture operator inputs, and track every step against recipe specs — in real time.

  • Digital work orders with electronic sign-off
  • Version-controlled recipe governance
  • Real-time material lot consumption
Active work order
WO #8842-A
Line 04 • Started 08:42
Progress2,400 / 3,000
Recipev4.2
Quality gateIn-spec

SCADA & PLC Integration

Native connectors for Allen-Bradley, Siemens, and Modbus. Pull machine state at sub-millisecond rates without disrupting existing ladder logic or HMI behavior.

  • OPC UA, Ethernet/IP, Modbus TCP
  • Auto-discovered tag mapping
  • Edge buffer with offline sync
Connected controllers
248 tags/sec
Across 14 controllers
Siemens 840D● online
Rockwell 5580● online
Fanuc 0i-TF● online

Production Monitoring

Large-format Andon boards and role-based dashboards. Every stakeholder — from operator to VP — sees the live state of production without asking.

  • Touch-optimized Andon displays
  • Customizable KPI widgets
  • Sub-second refresh with alerting
Shift summary
Output
4,120
Target
4,500
OEE
87.4%
Yield
99.2%

Traceability & Genealogy

Forward and backward genealogy from raw material lot through finished good. Targeted recall execution and regulatory-grade audit trails for any plant.

  • Lot-to-lot process traceability
  • 15-minute mock recall prep time
  • 21 CFR Part 11 audit trail
Trace path
Finished goodFG-8842
AssemblyLINE-04-B
Sub-buildSUB-2209
Raw materialLOT-1174

OEE & Downtime Analytics

Automated calculation of Availability, Performance, and Quality. Pareto-ranked downtime reasons drive targeted improvement cycles.

  • Automatic MTBF / MTTR tracking
  • Downtime reason coding with operator input
  • Six Sigma-compatible export
OEE breakdown
87.4 %
Availability96.1%
Performance91.8%
Quality99.7%

Quality Management

In-process SPC, non-conformance logging, and digital first-article inspection. Close the loop between machine parameters and quality outcomes.

  • Real-time SPC with auto alerts
  • Non-conformance workflow with CAPA
  • Measurement data linked to machine state
SPC — Diameter
1.240 mm
Within spec
Cpk2.14
UCL1.245
LCL1.235

Recipe & Batch Management

Centralized recipe repository with version control, approval workflows, and electronic sign-off. Every operator runs the exact parameter set.

  • Versioned recipes with change control
  • Automated validation on startup
  • Link between recipe and OEE data
Active recipe
RC-4421 • v4.2
Approved 2026-05-14 by J. Miller
Temperature68°C ✓
Pressure4.2bar ✓
Cycle time45s ✓

Industrial IoT Connectivity

Edge-to-cloud pipelines that aggregate high-frequency sensor data without disrupting existing PLC logic. Route to ERP, BI, or analytics layers as needed.

  • Edge gateway with local buffering
  • MQTT + REST + REST webhooks
  • Schema mapping with no-code rules
Edge pipeline
Throughput12K events/s
Uptime99.98%
Queue depth0
Platform workflow

From sensor to strategyin five steps.

1

Connect every machine and system

Pull data from PLCs, SCADA, HMIs, ERP, and MES in their native protocols. FactoryNXT normalizes the chaos into a single, coherent information layer — without replacing what already works.

Connected sources
PLC
42
SCADA
6
ERP
2
IoT
188
HMI
14
Total
252
Event pipeline
Cycle complete — CNC-0214:32:08
Quality gate passed14:32:09
OEE recalculated14:32:09
Lot #8842-A updated14:32:10
2

Capture every event, in context

Production cycles, quality reads, material movements, alarms, operator actions — captured with full context. No more "what happened at 14:32?" questions. The timestamp is there, along with machine state, recipe, and lot.

3

Analyze downtime and OEE, live

Automated Pareto analysis of downtime reasons. Correlate micro-stops with specific operators, material lots, or maintenance events — and ship the insight back to the right person.

Downtime pareto
Material shortage48h
Tool change33h
Setup22h
Minor stop14h
Genealogy graph
FINISHED
FG-8842-A ● complete
ASSEMBLY
WO-8842 ● on-line
SUB-BUILD
WO-8839
RAW
LOT-1174
4

Trace every batch and process step

Forward and backward genealogy from raw material lot through finished good. In a regulated plant, this is the difference between a 15-minute targeted recall and a 4-hour panic.

5

Scale from pilot to plant-wide

Start on one line. Prove value. Roll a templated configuration across plants, lines, and shifts. The same data model and UI — one deployment pattern instead of bespoke integrations per site.

Rollout status
12 / 24
Phase 2 • In progress
Plant A — 4 lines live6 months
Plant B — 3 lines live4 months
Plant C — 2 of 4 linesin progress
Plant D — planned Q3scheduled
Industries

Built for complex,regulated, high-volume plants.

Purpose-built configurations for operations where traceability, uptime, and compliance aren't negotiable.

EV & Battery

Electrode tracking, formation cycle monitoring, strict cell-level genealogy for GWh-scale plants.

Pharma & Biotech

21 CFR Part 11 compliance, electronic batch records, unalterable audit trails.

Food & Beverage

Allergen matrices, lot-to-lot traceability, yield tracking for continuous processing lines.

Automotive

JIS/JIT sequencing, Andon integration, cycle time validation, supply chain synchronization.

Electronics (EMS)

SMT line integration, component-level traceability, IPC standard enforcement.

Aerospace & Defense

AS9100 workflows, serialized tracking, digital-thread documentation for certification.

Discrete Manufacturing

High-mix, low-volume production with tight scheduling and fast changeover requirements.

Measurable impact

Operational improvement,quantified.

Typical outcomes from customers within the first 6 months of rollout.

0
OEE improvement
Average across deployments
0
Scrap rate reduction
Median improvement
0
Faster root-cause
RCA cycle time
99.9%
SLA uptime
Platform availability
Product

Interfaces built forthe factory floor.

High-contrast, touch-optimized, operator-first UIs. Designed to be readable from 50 feet away in the most demanding conditions.

Live production board

Andon & real-time monitoring

Large-format displays showing real-time target vs. actual output, current cycle time, and active alerts. Configurable per line, role, or shift.

  • Sub-second latency updates
  • Customizable KPI widgets
  • Multi-line aggregation
Andon display with output tracking, machine state, and cycle time metrics
Machine Connectivity Hub with real-time OPC-UA telemetry and vibration analysis
Machine connectivity

Granular downtime intelligence

Running, idle, faulted, setup — visualized with operator-driven reason codes. Micro-stop detection happens automatically below the threshold.

  • Native OPC UA & Ethernet/IP
  • Automatic micro-stop detection
  • Context-aware reason codes
Event management

Alarm & event history

Chronological event logs with acknowledgment tracking, escalation rules, and Pareto categorization. Every alarm becomes a learning opportunity.

  • Operator acknowledgment SLA
  • Severity-based escalation
  • Pareto analysis by reason
Alarm history with severity filtering, event details, and resolution tracking
Why FactoryNXT

A manufacturing platform, not a generic software product.

Built by engineers who understand ladder logic, ERP constraints, and the pressure of a Friday afternoon production meeting. We don't ship features that look good in a demo but fail on Line 04.

Deep OT/IT fusion

Pre-built adapters for SAP, Oracle, Rockwell, Siemens. Out-of-the-box — not six months of services work.

Fast deployment

Pilot a line in 4-6 weeks. Roll a template to the next plant in 2 weeks. No bespoke work per site.

Secure & scalable

Role-based access, encryption in transit, audit logging, and horizontal scale to multi-plant deployments.

Enterprise support

Dedicated architect, 24/7 critical support, SLA-backed response times, and quarterly business reviews.

Part of your existing industrial ecosystem

SAP
Siemens
Oracle
Rockwell
Ignition
AVEVA
Case studies

Proven impact, on the factory floor.

Automotive supplier

18% OEE improvement in 90 days

Challenge: 12 stamping lines running on manual paper logs. Downtime data unreliable. OEE improvement plans based on gut feel.

Deployment: Automated downtime capture and digital work instructions across all 12 lines in one rollout.

18%
OEE gain
32%
Less paper
Pharmaceutical

Zero recall exposure via genealogy

Challenge: Mock recalls took 4 hours. Full production lot traceability required manual spreadsheet correlation.

Deployment: Forward/backward genealogy from raw material to finished good. Electronic batch records with immutable audit trail.

15m
Recall prep
100%
Audit pass
Electronics (EMS)

42% reduction in scrap rate

Challenge: Rework and scrap from parameter drift on SMT lines. Issues caught after batch completion.

Deployment: In-process SPC and automated parameter validation. Defective runs stopped before they completed.

42%
Less scrap
$1.2M
Saved/year
Deployment

A rollout plan,not a project plan.

Six structured phases. Predictable timing. Minimal disruption to running production.

01
Phase 1

Discovery & plant mapping

We audit the OT/IT landscape, map data sources, and define KPI targets for the pilot. Most discovery completes in under 10 days.

02
Phase 2

Pilot deployment

Deploy on one representative line. Validate data accuracy, user adoption, and initial ROI — prove the model before scaling.

03
Phase 3

Integration & validation

Bi-directional data flows with ERP, QMS, SCADA. IQ/OQ/PQ protocol execution if regulated. Sign-off on every interface.

04
Phase 4

Line expansion

Replicate the pilot template across lines in the plant. Train super-users. Localize dashboards and KPIs per role.

05
Phase 5

Plant-wide rollout

Cross-plant expansion using the proven template. Centralized governance, localized operation. Multi-site visibility.

Phase 6

Continuous optimization

Quarterly reviews, new module rollouts, evolving KPIs. The platform grows with your operational maturity.

Need a faster timeline? Talk to our deployment team →

Ready to begin

Ready to connectyour factory?

Schedule a technical discovery call. We'll map your current state, discuss your biggest friction points, and walk through a tailored demo.

No commitment required. See a demo tailored to your use case.