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GLOBAL · EN
Industrial AI · Software · Engineering · Upskilling

Engineering intelligence for sustainable industry.

We build the AI and software that make plants more resource-efficient — and we upskill the people who run them. One team, decades of cumulative experience, delivered worldwide.

9+
Industrial sectors
2
Connected verticals
24/7
Global engineering
LIVE · PLANT DIGITAL TWIN NODE 04 · 128 Hz
V-101 · FEEDE-204 · EXCHANGERR-301 · REACTOR ENERGY RESIDUAL · 24H · ↓ TRENDING EFFICIENT
Energy saved
4.2%
Fault lead time
12days
Uptime
99.9%
Build the AI
Software & Engineering
Build the people
AI Academy
One mission · two engines

Industry's biggest efficiency gains come from better systems and better-equipped people. We deliver both — under one roof.

Engine 01 · Build

Software & Engineering

AI and conventional software, automation, and engineering that make plants measurably more sustainable and resource-efficient — from the sensor to the boardroom.

  • Predictive maintenance & energy optimization
  • Automation, IT, cloud & cybersecurity
  • Healthcare & hospital software
Explore the practice
Compounding value
Engine 02 · Enable

AI Academy

We upskill the industrial workforce on AI — turning operators, engineers, and leaders into confident users of the very tools we build, so productivity gains stick.

  • Role-based AI training for industry
  • Hands-on, plant-context curricula
  • Measurable productivity outcomes
Explore the academy
Engine 01 · Software & Engineering

End-to-end capability, one accountable team.

From PLC and SCADA on the plant floor to self-evolving AI in the cloud, every engagement runs through a single delivery org — no hand-offs between vendors, no ambiguity about who owns the outcome.

01

Industrial Automation

End-to-end PLC, SCADA & DCS — design engineering, panel CAD, factory testing, on-site commissioning, and lifetime support. Multi-OEM and multi-protocol by choice.

ABBSiemensRockwellModbus · OPC UAIEC 61850
02

Adaptive AI Platforms

Self-evolving, cloud-native software with AI at the core — asset-specific failure libraries, energy-intensity decomposition, and outage-aware recommendations. Not generic anomaly scores.

Predictive maintenanceEnergy optimizationAnalytics → BI
03

Engineering Services

A globally deployable engineering bench for automation OEMs and end-users alike — installation, FAT/SAT, commissioning, and post-sales support across continents and time zones.

OEM augmentationField maintenance appsFollow-the-sun
04

IT, Cloud & Cybersecurity

OT/IT convergence, enterprise cloud, and CISO-as-a-service. We secure, migrate, and modernize the infrastructure that keeps the plant running and the boardroom calm.

AWS · Azure · GCPTerraform · JenkinsIAM · VA/PT
05

Healthcare & Hospital Software

Purpose-built digital solutions for medical and hospital settings — clinical workflow apps, device & IoT integration, secure patient-data platforms, and analytics dashboards for care teams.

Clinical workflowsMedical IoTHIPAA-aware
06

Custom Apps & Digital / IoT

Native mobile, web, and legacy modernization — built domain-by-domain for steel, paper, energy, and more. Connectivity, dashboards, and offline-first field tools.

iOS · AndroidReact · Angular · .NETSAP integration
Resource-efficient by design

Every line of code earns its energy back.

Sustainability isn't a separate product — it's the point. Our software exists to help plants cut waste, recover energy, and extend asset life, with savings booked monthly and traceable down to the tag.

4.2%
Median energy intensity recovered per unit
18%
Reduction in unplanned downtime & waste
12d
Earlier fault detection vs. threshold alarms
9+
Heavy industries actively served
Engine 02 · AI Academy

The technology only pays off when people can use it.

We close the last mile of every AI investment — upskilling operators, engineers, and leaders so industrial teams adopt AI with confidence and turn it into real, sustained productivity.

Foundations2 days

AI for Operators & Technicians

Demystifies AI on the plant floor. Teams learn to read model outputs, trust alerts, and act on recommendations — no math background required.

  • Reading predictions & confidence
  • From alert to work order
  • Human-in-the-loop safety
Applied5 days

Applied AI for Engineers

Hands-on programs where reliability and process engineers build, validate, and deploy models against their own plant data and failure modes.

  • Feature engineering on sensor data
  • Model validation & drift
  • Deploying to production safely
Leadership1 day

AI Strategy for Leaders

For plant managers and executives: where AI creates value, how to prioritize use cases, build the business case, and lead change without the hype.

  • Use-case portfolio & ROI
  • Data & change readiness
  • Responsible adoption
Higher tool adoption
Confident workforce
Faster productivity gains
Custom in-plant cohorts
Technology stack

Multi-vendor by choice. Specialist by depth.

We've deliberately avoided the lock-in trap. Our engineers are certified or production-experienced across every major automation OEM, hyperscale cloud, and security platform. Bring your existing stack — we'll work in it.

Control Systems
  • ABB
  • Siemens
  • Rockwell Automation
  • GE Fanuc
  • Schneider Electric
Software & Data
  • Python · React · Angular · .NET
  • Mongo · SQL Server · Oracle · Elastic
  • Android · iOS · cross-platform
  • SAP PM · OSIsoft PI integration
  • Data-mart design · BI visualization
Cloud & DevOps
  • AWS · Azure · GCP · DigitalOcean
  • OpenShift · Kubernetes · Docker
  • Terraform · Ansible · ARM/Bicep
  • Jenkins · CI/CD · IaC
  • Hybrid · on-prem · hyperconverged
Security & IAM
  • CyberArk · BeyondTrust · OKTA
  • Sailpoint · ForgeRock · Saviynt
  • Splunk · Nessus · OpenVAS · Burp
  • VA/PT · ISO 27001 · IEC 62443
  • CISO-as-a-Service · OT/IT segmentation
Industries we serve

Proven where the stakes are highest.

Heavy process industries, critical infrastructure, and now healthcare — wherever uptime, safety, and efficiency are non-negotiable.

Cement
Kilns · mills
Metals & Mining
Steel · ore
Energy & Power
Grid · substation
Oil & Gas
Refining
Pulp & Paper
Mills · QA
Pharma
GMP · batch
Paints
Batch · mixing
Sugar
Process
Healthcare
Hospitals
Substations
IEC 61850
Our work · in the field

From the control room to the C-suite dashboard.

Selected engagements delivered across steel, energy, and paper. Client names are under NDA; the outcomes are not.

Maintenance PLANT · STEEL-02 WO-4821 · Pump P-12 Preventive · Due today WO-4822 · Conveyor Inspection · 2 days WO-4823 · Furnace fan Corrective · Overdue + New work order
Mobile App · Field Maintenance

Maintenance app for a steel major

Central asset register with drawings and checklists, work-order management, KPI dashboards, and SAP PM integration — fully offline-capable with auto-sync.

Steel · AsiaiOS · Android · SAP
Substation 04 LIVE 82% LOAD 11kV · 50.02 Hz FEEDER A · OK FEEDER B · OK TX-2 · WARN BUS COUPLER · OK
Dashboard · Substation

Substation operations cockpit

Real-time SCADA integration over IEC 61850, with role-based views for operators, supervisors, and grid-side regulators — and instant alarms on feeder anomalies.

Energy · MEAIEC 61850 · IoT
Paper QA · Live MACHINE PM-3 · GRADE 80GSM GSM 80.4 MOISTURE % 5.2 SPEED m/min 912 GRADE CONTROL · WITHIN LIMITS
Mobile App · Quality

QA app for a paper manufacturer

Live grammage, moisture, and speed telemetry with grade-aware control limits — replacing shift-end paper logs entirely and flagging drift before it becomes scrap.

Pulp & Paper · AsiaiOS · Android · IoT
Ward Monitor BED 12-A HEART RATE 78 bpm SpO₂ 98 % ● STABLE CARE TASKS · SHIFT Medication round · 14:00 Vitals check · done Dressing change · 16:30
Healthcare · Clinical Workflow

Ward monitoring & care-task app

A unified bedside view — live vitals from connected medical devices, shift task lists, and escalation alerts — giving nursing teams one screen instead of five.

Healthcare · HospitalsMedical IoT · Secure
Why The IQ League

One team. Decades of cumulative experience.

Senior engineers, not layers
You work directly with the people doing the work — controls leads, software architects, and trainers with deep plant time.
Global delivery, local presence
Engagements running across Asia, the Middle East, and Europe with follow-the-sun coverage on tier-1 work.
Outcomes, measured
From energy saved to downtime avoided to people upskilled — every engagement ties to a number we both agree on.
9+
Heavy industries served
4
Continents of delivery
2
Verticals, one team
100%
Senior-led engagements
Platforms & ecosystems

Platforms & ecosystems we work with.

Tools, platforms, and hyperscale clouds our teams are experienced and production-certified across.

ABBSiemensRockwellSchneiderGE FanucMicrosoftAWSGoogle Cloud
Get in touch

Tell us what's running. We'll show you what's possible.

Pilot, RFP, OEM augmentation, a training cohort, or a quick technical conversation — start anywhere. A senior engineer (not a sales rep) replies within one business day.

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