INDUSTRY FOCUS: MANUFACTURING

Engineering the Smart Factory of Tomorrow.

We partner with manufacturers to deploy AI that protects production throughput, eliminates quality escape, and turns legacy plants into self-optimizing operations—delivering measurable margin expansion without disrupting the floor.

SENSORS LIVE
MOD.01
ASSET RELIABILITY CAPITAL EFFICIENCY

Predictive Maintenance Engine

Eliminate the costly rhythm of unplanned downtime. Our platform turns vibration, thermal, and acoustic signals into actionable failure forecasts—letting maintenance teams intervene with precision, not panic.

OUTCOME

Protected Production Throughput

APPROACH

Signal-Driven Reliability Intelligence

Discuss Solution
INSPECTING
MOD.02
QUALITY ASSURANCE BRAND PROTECTION

Automated Defect Detection

Stop quality escapes before they reach the customer. Our vision system inspects every unit at full line speed with sub-millimeter precision, replacing inconsistent manual checks with auditable quality at scale.

OUTCOME

Zero-Defect Quality Culture

APPROACH

Edge-Native Vision Intelligence

Discuss Solution
OPTIMIZING
MOD.03
MARGIN EXPANSION OPERATIONAL AGILITY

Production Line Optimizer

Turn every production hour into a margin opportunity. Our optimizer continuously tunes machine parameters, throughput targets, and energy draw against real-time demand—extracting maximum yield from existing assets.

CNC ASM QC PKG

OUTCOME

Expanded Operating Margin

APPROACH

Adaptive Process Orchestration

Discuss Solution
SIMULATION · ACTIVE
INVESTMENT DE-RISKING NPI ACCELERATION

Smart Factory Digital Twin

MOD.04 · CRITICAL

Remove the guesswork from every capital decision. Our full-fidelity digital twin lets operations leaders simulate production scenarios, surface hidden bottlenecks, and validate process changes virtually—de-risking new product introductions and capacity expansions before a single dollar hits the floor.

NPI VELOCITY

Accelerated Time-to-Market

DECISION CONFIDENCE

Validated Before Deployment

APPROACH

High-Fidelity Simulation Intelligence

Discuss Project

STANDARDS · CERTIFICATIONS

Built to the standards the factory floor demands.

Every deployment is designed to integrate with existing quality management, safety and operational frameworks from day one.

ALIGNED

ISO 9001

Quality management systems. Every AI output is traceable, auditable and documented for QMS integration.

QMS CERTIFIED
NATIVE

Six Sigma · DMAIC

Process improvement methodology baked into every AI deployment. Define, Measure, Analyse, Improve, Control.

METHODOLOGY DMAIC
SECURED

IEC 62443

Industrial cybersecurity. OT/IT convergence secured with zone-based architecture and defence-in-depth.

OT SECURITY ZONE-BASED
NATIVE

OPC UA · MQTT

Industrial interoperability protocols. Real-time sensor data ingestion from any PLC, DCS or SCADA system.

INTEROP REAL-TIME
READY

ISO 13485

Medical device manufacturing QMS. Full traceability, CAPA integration and regulatory documentation.

MEDTECH TRACEABLE
VALIDATED

GAMP 5 · FDA 21 CFR

Computerised system validation for pharma & life sciences. IQ/OQ/PQ documentation and audit trails.

PHARMA CSV

FACTORY STACK

Plugs into the systems already running your floor.

We don't rip and replace. Our AI layers integrate with your existing PLCs, SCADA, MES and ERP systems.

OT / Controls

FLOOR LEVEL

Siemens S7 Allen-Bradley Mitsubishi OPC UA Modbus MQTT

SCADA / HMI

SUPERVISORY

Ignition Wonderware FactoryTalk WinCC Grafana InfluxDB

MES / MOM

EXECUTION

SAP ME Rockwell Plex Siemens Opcenter Tulip ISA-95

ERP / Business

ENTERPRISE

SAP S/4 Oracle Cloud Dynamics 365 NetSuite Epicor

DEPLOYMENT PIPELINE

From pilot line to full plant in 90 days.

A production-grade deployment methodology built around safety, throughput protection and measurable OEE gains.

PHASE 01 · WEEK 1-2

Floor Discovery

Walk the line. Shadow operators. Map data sources from PLC to ERP. Identify the highest-value bottleneck and define measurable OEE targets.

Gemba walk Data audit OEE baseline
01
PHASE 02 · WEEK 3-5

Architecture & Safety Review

Design OT-safe architecture. Finalise sensor integration, edge compute topology and IEC 62443 security zones. Lock validation criteria.

OT security Edge design FAT/SAT plan
02
PHASE 03 · WEEK 6-10

Build & Line Validation

Sprint-based build with weekly operator reviews. Parallel shadow mode on live line, accuracy validation against ground truth and safety gate sign-offs.

Shadow mode Accuracy gates Operator UX
03
PHASE 04 · WEEK 11-13

Go-Live & Continuous Optimisation

Phased rollout per line. 24/7 monitoring, model drift detection, bi-weekly OEE reporting and continuous model retraining from production data.

24/7 monitoring Drift detection OEE reports
04

MEASURED OUTCOMES

Numbers that move the production P&L.

Aggregated outcomes across manufacturing engagements. Detailed case metrics shared under NDA.

0

Less unplanned downtime

Average reduction across predictive maintenance deployments.

↓ vs. BASELINE
0

Defect detection rate

Vision AI accuracy at full production line speed.

↑ ACCURACY
0

OEE improvement

Average overall equipment effectiveness gain within 6 months.

↑ OEE GAIN
0

Pilot to production

Average deployment from discovery to full line go-live.

⚡ END-TO-END

AGGREGATED OUTCOMES · DETAILED CASE METRICS SHARED UNDER NDA · VERIFIED WITH EACH CLIENT BEFORE PUBLICATION

ACCEPTING NEW MANUFACTURING PARTNERSHIPS

Have a production challenge AI can actually solve?

A 30-minute consultation with our manufacturing AI team. No pitch deck, no pressure — just a clear view of what's possible on your floor.

Discuss Your Manufacturing AI Project View Manufacturing Case Studies
NDA-FIRST OT-SAFE GLOBAL DELIVERY OEE-LED