Engineering Services

We Build. We Integrate.
We Transform.

From custom application development to full-scale IoT transformation — our team brings decades of hands-on OT and software engineering experience to every project.

What We Deliver

Four pillars of expertise that take you from factory floor to Industry 4.0

Custom Application Development

We don't just build MES software — we build whatever your business needs. Web applications, mobile tools, data pipelines, cloud infrastructure, APIs. Any industry, any scale.

  • Full-stack web & mobile applications
  • Cloud-native architecture on AWS, Azure, GCP
  • API design & system integration
  • Real-time dashboards & data visualization
  • Any industry — manufacturing, logistics, healthcare, finance

MES Integration Consulting

Bridge the gap between your shop floor and enterprise systems. We design MES architectures that follow ISA-95, ISA-88, and ISA-106 standards — no vendor lock-in.

  • ISA-95/88/106 compliant system design
  • ERP-to-shop-floor integration (SAP, Oracle, Epicor)
  • Work order routing & production scheduling
  • Material tracking & genealogy
  • OEE implementation & optimization

IoT 4.0 Transformation

Turn legacy equipment into connected, intelligent assets. We've retrofitted machines from the 1980s to the 2020s — if it has signals, we can connect it.

  • MQTT & Sparkplug B architecture design
  • Legacy machine retrofitting & connectivity
  • Edge computing & gateway deployment
  • Docker-based deployment — on-prem or cloud
  • Secure OT/IT network integration
  • Phased rollout with measurable milestones
Emerging ecosystem: Platforms like Node-RED and CODESYS are rapidly becoming the standard for IoT edge orchestration and vendor-independent PLC runtime. We design and deploy production systems on both — leveraging their open ecosystems and growing community support to cut integration time and eliminate vendor lock-in.

Machine Learning Implementation

ML models are only as good as the data behind them. The sooner you start collecting structured machine data, the sooner AI can drive real improvements on your floor.

  • Predictive maintenance & anomaly detection
  • Quality prediction & defect classification
  • Process optimization & parameter tuning
  • Energy consumption analysis
  • Data pipeline design for ML-ready datasets

The Clock Is Ticking on Your Data Advantage

Every day your machines run without structured data collection is a day of training data you'll never get back. Competitors who start collecting today will have 6, 12, 18 months of ML-ready data before you even begin.

Month 1-2 Connect machines, start collecting
Month 3-6 Baseline patterns emerge
Month 6-12 First ML models go live
Month 12+ Continuous improvement & ROI
Start Collecting Data Now

Deep OT Expertise

We've programmed, configured, and integrated these platforms on real production floors

PLC Platforms

We speak ladder logic, structured text, and function blocks fluently across every major vendor.

AB
Allen-Bradley / Rockwell ControlLogix, CompactLogix, Micro800
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Siemens S7-1500, S7-1200, TIA Portal
E
Emerson DeltaV, PACSystems, GE Mark
AD
Automation Direct Productivity Series, BRX, CLICK
CS
CODESYS IEC 61131-3, vendor-independent runtime
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And More Mitsubishi, Omron, Beckhoff, ABB

SCADA / HMI Platforms

From panel-level HMI to enterprise SCADA — we've built solutions at every level.

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Siemens WinCC Unified TIA Portal integrated, web-based
FT
FactoryTalk View SE, ME, and Optix platforms
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FactoryTalk Optix Next-gen Rockwell HMI/SCADA
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Ignition Inductive Automation, SCADA/MES
Ci
Cimplicity GE/Emerson HMI/SCADA
Ex
EXOR / JMobile Industrial HMI hardware, JMobile driver & tag mapping suite
NR
Node-RED Flow-based IoT integration & edge logic

Edge Computing & Deployment

Industrial IoT edge gateway with DIN rail mount, dual antennas, and Ethernet ports
Concept render — DIN rail-mount IoT edge gateway
D
Docker Containerized deployment, on-prem & cloud
NR
Node-RED Visual IoT edge flow orchestration
CS
CODESYS IEC 61131-3 vendor-independent runtime

Our IoT edge gateway mounts on standard DIN rail inside your control cabinet. It maps PLC tags directly to MQTT — bridging your automation network to the cloud with zero PC infrastructure. It also serves as a headless HMI, hosting web-based operator screens that nearby EXOR panels, kiosk displays, or any device with a browser can connect to locally. Configured via SSH or built-in web interface — no custom programming required.

Hardware Integration Example

Any Panel with a Browser Becomes Your HMI

No proprietary HMI runtime needed. Our cloud-based dashboard runs natively in any device's web browser. Here's an example using an EXOR panel — the same approach works with any industrial touchscreen or kiosk.

EXOR industrial panel displaying PulseMQ ISA-95 Process Control with live job tracking and machine status
EXOR Panel — ISA-95 Process Control with live job tracking

Using Industrial Panels as
Web-Based HMI Terminals

Industrial panels such as the EXOR ex710m include an embedded web browser that can display modern web-based HMI applications. By simply pointing the browser to your PulseMQ dashboard URL, operators can access batch control, job tracking, machine status, and real-time process values.

In many installations, the panel continues to run its native machine interface (such as JMobile for PLC interaction) while the browser provides access to higher-level MES and operational dashboards. This allows machine control and plant-level information to coexist on the same panel without interfering with the machine's primary control system.

Because the interface is delivered through a web application, the same system can be accessed from industrial panels, tablets, engineering workstations, or plant kiosks — with no additional HMI runtime licenses required. The hardware simply provides the screen and browser. The HMI itself lives in the web application.

ISA-88 Batch ISA-95 Discrete ISA-106 Continuous Web Browser HMI
A Modern Alternative

Reduce HMI & SCADA
Licensing Costs

Traditional SCADA and HMI platforms often rely on per-seat, per-server, or per-tag licensing models that grow with your plant. These platforms have powered industrial automation for decades and remain a strong choice for many applications.

However, modern web technologies now offer an alternative approach for organizations that want more flexibility and control over their systems. If your team has engineers interested in modern development tools, it is now possible to build custom web-based HMI and visualization platforms that avoid recurring licensing costs while giving your team full ownership of the system.

We help organizations develop secure, web-based industrial applications using modern frameworks and cloud infrastructure. These systems are version-controlled using Git, deployed through automated pipelines, and hosted securely on AWS infrastructure. Your team owns the code, controls the roadmap, and can evolve the system without depending on vendor licensing or upgrade cycles.

A growing number of automation engineers are incorporating tools like Node-RED, CODESYS, Docker, and modern web frameworks into their automation environments. These are production-grade technologies supported by large developer communities and used across industries worldwide.

Concerned about long-term maintainability? Git preserves every change and decision, while modern infrastructure tools like AWS IAM and CI/CD pipelines allow new engineers to safely deploy updates with confidence. As development tools continue to evolve — including AI-assisted engineering — building and maintaining custom industrial software is becoming increasingly accessible. This isn't a distant future. It's already happening.

$
Reduce Licensing Costs An alternative to recurring SCADA/HMI license fees
Git Version Control Every change tracked, reviewed, and recoverable
AWS Secure Infrastructure IAM, CI/CD pipelines, encrypted at rest & in transit
AI-Accelerated Development AI tools make custom platforms easier to build & maintain every year
Turnover-Proof New engineers deploy safely on day one with CI/CD & documentation

Not Sure Where to Start?

We meet you where you are — whether that's a greenfield build or a 30-year-old plant

Readiness Assessment

We evaluate your current equipment, network infrastructure, and data maturity. You get a clear, prioritized roadmap — what to do first, what it costs, and what ROI to expect at each stage.

  • Equipment & connectivity audit
  • Network & security gap analysis
  • Data maturity scoring
  • Phased implementation roadmap
  • Cost & ROI projections

System Upgrades & Migrations

Running legacy SCADA, outdated PLCs, or a homegrown system that's showing its age? We plan and execute upgrades with minimal production disruption.

  • PLC firmware & program upgrades
  • SCADA/HMI platform migrations
  • Protocol modernization (serial to Ethernet/IP)
  • Cybersecurity hardening
  • Staged rollout — no big-bang cutovers

Ongoing Support & Training

We don't disappear after go-live. Our team provides ongoing support, operator training, and continuous improvement consulting to keep you moving forward.

  • Dedicated support engineer
  • Operator & maintenance training
  • Quarterly performance reviews
  • System health monitoring
  • Feature roadmap collaboration

Certified Partners

We work with the platforms you already have — and we're certified on the ones that matter most

Inductive Automation Ignition 8.1 Logo

Ignition Gold Certified Integrator

We are a Gold Certified Integrator for Inductive Automation's Ignition platform. Whether you're building new Ignition projects, migrating from legacy SCADA, or need custom module development — we bring certified expertise to every engagement.

  • Ignition SCADA & MES project development
  • Ignition Edge & gateway architecture
  • Custom module & scripting development
  • Platform migrations to Ignition
AWS Certified Cloud Practitioner Badge

AWS Certified

As an AWS certified team, we design and deploy cloud infrastructure that meets industrial requirements for reliability, security, and scale. From IoT Core to serverless compute, we build on AWS every day.

  • AWS IoT Core, Greengrass & IoT Rules
  • Serverless architecture (Lambda, DynamoDB, AppSync)
  • Secure VPC & hybrid cloud networking
  • CloudFront, S3 & CDN deployment

We Support Any System

Ignition and AWS are our certified specialties, but we don't stop there. Allen Bradley, Siemens, Emerson, Beckhoff, B&R, Mitsubishi, EXOR, FactoryTalk, GE, Wonderware — whatever platform your plant runs, we integrate with it. No vendor bias, no limits. If it's on your floor, we work with it.

Ready to Talk?

Whether you need a full IoT transformation or just want to connect one machine — we'll give you an honest assessment and a clear path forward.