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Engineering & Implementation Services

From Technology to Operational Value.

We help you deploy, connect, and run industrial and enterprise technology. We connect factory equipment, set up edge gateways, and put enterprise AI workflows to work in your operations.

How the pieces fit

From your systems to working operations

Industrial systems & enterprise apps
Connectivity & integration
TCAIGV platforms
Operational intelligence & workflows

For illustration only. The architecture is agreed for each project.

How we help you put technology to work.

Our products are what we build. These services are how we help you deploy, connect, adapt, and run them, and the systems around them.

Enterprise & Industrial Systems Integration

Connect manufacturing systems, business applications, and data sources so information flows where it is needed.

View Systems Integration capabilities

Industrial Edge & Gateway Services

We connect industrial equipment, set up edge gateways, and make sure data moves safely and reliably between the factory floor and your enterprise applications.

Why it matters: Connect the equipment and systems you already have, without replacing infrastructure you don't need to.

We confirm protocol support for each piece of equipment. Some equipment needs an adapter that we validate or build during the project.

Discuss Edge Connectivity

What we do

Industrial edge gateway installation and provisioning
IoTAutoGen deployment and configuration
Device and equipment onboarding
OPC UA connectivity
Modbus connectivity
SECS/GEM equipment integration
MQTT messaging and data exchange
Equipment tag and parameter mapping
Edge data buffering and sync
Connectivity troubleshooting and diagnostics
Gateway updates and lifecycle management

Typical scenarios

Connecting semiconductor manufacturing equipmentLinking industrial machines to analytics platformsSetting up factory-floor data collectionGetting data out of existing industrial systemsConnecting remote manufacturing assets

Product Deployment & Configuration

We install and configure TCAIGV platforms in your environment. Deployment, access, connectivity, and settings are set up to match your requirements.

Why it matters: Get to a working deployment faster, through a controlled process that fits how you work.

Hosting options depend on the product and your infrastructure. We confirm what fits during assessment.

Plan a Deployment

What we do

IoTAutoGen installation and configuration
Integrative AI deployment and setup
Quick Assist setup (website widget and WhatsApp)
Environment configuration for your site
Cloud and private deployment setup
Container-based deployment where supported
Infrastructure and network configuration
Secure application connectivity
Identity and access integration
Configuration of product features and integrations
Initial functional checks
Administrator and user onboarding
Deployment documentation and handover

Typical scenarios

Deploying a private Integrative AI instanceConfiguring an IoTAutoGen gateway at a manufacturing siteSetting up secure connections to existing systemsPreparing enterprise AI applications for a controlled rollout

Enterprise & Industrial Systems Integration

We connect manufacturing systems, business applications, data sources, and workflows, so information moves between the systems you already use.

Why it matters: Connect systems and workflows while keeping the technology you have already invested in.

Integrations are built for each project. The systems named here are examples, not certified or prebuilt connectors.

Discuss Integration

What we do

REST API integration
ERP integration
MES integration
SCADA and industrial platform integration
SAP integration
CRM and business application integration
Database and data source connections
Event-driven integrations
Message brokers and streaming systems
Identity and authentication integration
Integration middleware and adapters
Data mapping and transformation
Custom APIs and integration extensions

Typical scenarios

Sending shop-floor equipment data to MESConnecting business applications to AI workflowsBuilding equipment-to-enterprise data pipelinesCoordinating processes across several applications

Solution Engineering & Customization

We configure and extend solutions around your processes, equipment, and enterprise architecture.

Why it matters: Fit the technology to your processes, without building every feature from scratch.

This work is focused on industrial and enterprise technology around our platforms and integrations. It is not general software outsourcing.

Explore Custom Engineering

What we do

Solution architecture for your requirements
Product configuration and extensions
Workflow customization
Custom dashboards and application screens
API and plugin development
Business rule configuration
Agent and workflow configuration
Automation for your specific processes
Adaptations for specific equipment and processes
Enterprise application extensions
Customer engagement automation
Technical proof-of-concept builds
Integration testing and deployment support

Typical scenarios

Configuring maintenance workflowsBuilding extensions for enterprise AI workflowsDeveloping adapters for specific equipmentCreating operations dashboards using factory dataSetting up website and WhatsApp assistants for customer inquiries

Data, Analytics & AI Engineering

We turn operational and business data into useful information, using data engineering, analytics, and applied AI.

Why it matters: Bring scattered industrial and business data together so teams can make better operational decisions.

Results depend on your data and are checked during the project. We don't promise a set prediction accuracy or business result in advance.

Discuss Data & AI Solutions

What we do

Industrial data ingestion and processing
Data pipeline engineering
Time-series data architecture
Data transformation and context
Operational reports and dashboards
Equipment performance analytics
Anomaly detection
Predictive maintenance solution engineering
Root cause analysis support
Knowledge integration and search
AI-assisted operational analysis
Enterprise AI application integration
AI workflow and orchestration engineering

Typical scenarios

Equipment alarm and event analysisManufacturing performance dashboardsMaintenance and reliability analyticsKnowledge-assisted technical supportBusiness research and decision workflows

Managed Support & Lifecycle Services

We help keep deployed solutions running, maintained, and improving over time.

Why it matters: Keep your technology supportable and adaptable as your operations change.

Support scope, hours, and response times are agreed for each engagement.

Discuss Support Requirements

What we do

Product technical support
Gateway troubleshooting
Platform configuration support
Software updates and upgrades
Integration maintenance
Deployment issue resolution
Performance monitoring and diagnostics
Operational troubleshooting
Product administration help
Knowledge transfer and training
Change and configuration management
Ongoing solution improvements
Technical maintenance agreements

Engineering support for IoTAutoGen, Integrative AI, and Quick Assist.

These are services around our products, not separate products.

Industrial Connectivity: From Equipment to Enterprise

We help you connect manufacturing equipment, set up edge infrastructure, and build reliable industrial data flows using IoTAutoGen and the integrations around it.

  • Gateway installation and provisioning
  • Equipment connectivity assessment
  • Protocol and adapter configuration
  • Tag mapping and data context
  • Edge-to-cloud integration
  • MES and analytics integration
  • Connectivity diagnostics
  • Gateway lifecycle support
Explore IoTAutoGen

Enterprise AI: From Platform Deployment to Working Workflows

We help you deploy and configure Integrative AI in your own environment, connect your business systems, and set up workflows that follow your processes and governance rules.

  • Private platform deployment
  • Business application connections
  • Identity and access configuration
  • AI model and provider integration
  • Knowledge and data source onboarding
  • Workflow configuration
  • Custom plugins and extensions
  • Agent and workflow integration
  • Operational support
Explore Integrative AI

Customer Engagement: From Website Widget to WhatsApp

We help you set up Quick Assist on your website and WhatsApp, load your business knowledge, and decide how inquiries and handovers reach your team.

  • Website widget installation
  • WhatsApp integration
  • Business knowledge configuration
  • Support workflow setup
  • Handover and escalation setup
Explore Quick Assist

A Practical Approach to Implementation

We fit the technology to your existing setup, your requirements, and your priorities.

  1. 01Assess

    Understand your current systems, infrastructure, workflows, limits, and goals.

  2. 02Design

    Agree the solution architecture, integration approach, deployment needs, and scope.

  3. 03Implement

    Install, configure, integrate, or customize the chosen technology.

  4. 04Validate

    Test connectivity, functions, security requirements, and acceptance criteria.

  5. 05Support & Evolve

    Hand over, then provide support, tuning, and agreed improvements.

Flexible Engagements. Practical Outcomes.

Each engagement is scoped to what you need. Not every engagement includes every service.

Product Implementation

Deployment, configuration, and integration of TCAIGV products.

Project-Based Engineering

Defined projects covering industrial connectivity, enterprise integration, and applied AI.

Proof of Concept & Pilot

A focused technical test to check feasibility and fit before a larger rollout.

Ongoing Support & Enhancement

Continued platform support, maintenance, integration updates, and improvements.

Tell us what you need to connect, deploy, or support.

Share your systems and goals. We will tell you what fits and how we would approach it.