Industries

Automation that fits your industry

Different sectors, different constraints. We adapt AI, software and industrial automation to the equipment, compliance and uptime realities of your operation.

Sectors

Where we work

The same engineering principles apply across sectors, but the constraints, equipment and operating model change. These are the areas where our AI and industrial automation work fits best.

Automotive & Engineering
Mixed-model production, robot cells and assembly lines where cycle time, traceability and changeover speed matter.

Typical work

  • PLC and HMI upgrades for assembly and test cells
  • Robot, conveyor and vision integration
  • Andon, OEE and production reporting

Outcome: Repeatable cycles, faster changeovers and clearer fault diagnosis.

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Manufacturing & Machinery
Production machinery and custom equipment that needs dependable controls, operator interfaces and machine data.

Typical work

  • PLC programming, HMI development and drive integration
  • Safety interlocks, alarms and sequence control
  • Machine monitoring and production data capture

Outcome: Machines that are easier to operate, maintain and improve.

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Pharmaceutical & Process
Batch and process operations where consistency, traceability and controlled change matter.

Typical work

  • Recipe, dosing and reactor control sequences
  • CIP, temperature, pressure and flow monitoring
  • Alarm, trend and batch data capture

Outcome: More repeatable batches with clearer process visibility.

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Food & Beverage
Filling, packaging and process lines that balance hygiene, changeovers and throughput.

Typical work

  • Fill, cap, label, inspect and pack control
  • Recipe changeovers and CIP sequences
  • Line monitoring and reject handling

Outcome: Consistent product handling with less manual intervention.

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Water & Utilities
Pumping, dosing, filtration and distribution assets that need reliable control and remote visibility.

Typical work

  • Pump, valve and dosing control
  • Filtration, backwash and tank level logic
  • Telemetry, alarms and operator dashboards

Outcome: Better process control with clearer operating status.

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Chemical & Specialty Materials
Dosing, reaction and transfer processes where recipe accuracy, interlocks and traceability are critical.

Typical work

  • Dosing and reactor sequence control
  • Temperature, pressure and level interlocks
  • Batch reporting and alarm management

Outcome: More consistent batches and safer exception handling.

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Logistics & Warehousing
Material flow, order handling and dispatch operations that depend on accurate data and timely movement.

Typical work

  • Conveyor sortation and barcode / RFID integration
  • WMS, ERP and order workflow integration
  • AI-assisted document and enquiry handling

Outcome: Fewer manual handoffs and better visibility of material flow.

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Business & Technology Teams
Document-heavy, customer-facing and internal operations that need intelligent, connected workflows.

Typical work

  • AI agents and document processing
  • CRM, ERP and API integrations
  • Internal tools, dashboards and reporting

Outcome: Less repetitive work and faster access to information.

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Project suitability depends on the process, equipment, access, safety requirements and any applicable regulatory constraints.

Capabilities

What we bring to an industry project

Most projects combine more than one layer: control, data, intelligence and a practical delivery approach.

Control & automation
PLC, HMI, SCADA, drives, safety interlocks and machine sequencing.
Data & integration
OPC UA, Modbus, PROFINET, APIs, ERP/CRM and production data flows.
Applied AI
Agents, document extraction, classification, routing and knowledge assistants.
Delivery & assurance
Staged testing, change control, documentation and maintainable handover.

Our approach

From process walk to handover

We start with how the operation actually runs, then define a change that can be implemented safely and maintained by your team.

01

Walk the process

Understand the operation, equipment, systems and people involved.

02

Map constraints

Identify safety, regulatory, uptime and data requirements.

03

Define the change

Scope the smallest useful automation or control improvement.

04

Build and test

Develop against the process, then test offline or in a staged environment.

05

Hand over

Document, train and support the team through implementation.

Delivery

Built for live operations and regulated environments

Many projects run alongside production. We plan around uptime, change control and the evidence your team needs to operate and maintain the system.

  • Staged testing and cutover planning around production windows.
  • Documentation, backups and version control for control-system changes.
  • Alarm, audit and traceability considerations built into the scope.
  • Validation, safety and regulatory requirements confirmed per project.

Validation, safety and regulatory obligations are confirmed per project; this page does not claim certification for any specific standard.

Start with the process, not the sector.

Tell us how your operation works today. We’ll help identify where automation can make a practical difference.

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