Connect the floor to the decisions that move it forward.
- Production visibility
- Operator & maintenance workflows
- Equipment & quality data
Software · AI · Connected systems
Built for
the real world.
We design, build and connect the systems your teams rely on. Software, AI and connected devices. Engineered in Penang, Malaysia.
Discuss your project
Independent parts. One connected system.VIGOR
Six industries. One connected engineering team.Find your industry
The VIGOR approach
One connected
engineering team.
From the people using it to the systems behind it. We design the connections that make technology useful.
Meet VIGOR ↗From a challenge to a working system
Designed around your operation Illustrative imagery
Six worlds.
Equal attention.
Choose your world. Explore what we can connect.
From signal to system
Every layer.
One team.
Bring one challenge or a connected programme of work. We’ll help define the scope across the interfaces.
Explore our servicesWeb & mobile app development
Build the application your operation needs. We design and engineer web, mobile and internal software around the people who use it and the systems it must connect.
Explore the capability ↗AI applications & automation
Put AI to work on a specific task. We connect models, business rules and existing systems so your team can review outputs and act with context.
Explore the capability ↗IoT & connected systems
Give physical operations a digital connection. We bring together sensors, embedded software, edge applications and the interfaces people use to understand them.
Explore the capability ↗Cloud, data & integration
Make the systems behind your business work together. We design data flows, cloud foundations and integration services that your team can operate and extend.
Explore the capability ↗Business digitalisation
Turn manual processes into useful digital workflows. Start with the people, approvals and information involved, then choose what to improve first.
Explore the capability ↗How we work together
Start where
you are.
Choose your starting point. Explore what working together could look like.
A possible path
- Your workflow
- Clear priorities
- Delivery plan
01
Discovery
You know the problem. The scope needs work.
Map the workflow, users and existing systems. Identify constraints and define a practical delivery scope.
Deliverables & scope
- Define the deliverables
- Workflow map, integration considerations and a phased plan.
- Agree before starting
- Agree the assessment scope and required access before starting.
A possible path
- One assumption
- Working slice
- Evidence to decide
02
Pilot
One important assumption needs testing.
Build a bounded workflow or integration and evaluate it against agreed acceptance criteria.
Deliverables & scope
- Define the deliverables
- A working slice, evaluation findings and a decision about next steps.
- Agree before starting
- Define the limits, dependencies and review criteria in advance.
A possible path
- Agreed scope
- Build & test
- Launch & handover
03
Implementation
Your scope is ready to move into delivery.
Plan milestones, build and test the system, then prepare deployment and handover with your team.
Deliverables & scope
- Define the deliverables
- Agreed software deliverables, documentation and handover.
- Agree before starting
- Confirm ownership, client responsibilities and how scope changes are handled.
A possible path
- Live system
- Monitor & improve
- Next priorities
04
Ongoing support
Your system needs care as the operation evolves.
Define maintenance, monitoring responsibilities and a process for prioritising improvements.
Deliverables & scope
- Define the deliverables
- An agreed support scope, escalation path and improvement priorities.
- Agree before starting
- Response commitments and coverage depend on the support agreement.
Starting points, not mandatory stages. A pilot is optional; scope and terms are agreed before work begins.
Products with
a defined purpose.
Explore our products ↗Xentr.AI / Workflow conceptInteractive preview
Sample workflow / Machine connectivityDifferent machines. One connection.
Integration matched to your equipment
Illustrative workflow with sample content. Not a live product interface.
Manufacturing intelligence
Bring your machines together.
Connect a broad range of legacy and modern machines through suitable sensors, gateways and interfaces. Bring their signals into one factory view.
Explore Xentr.AI ↗Connect your machines. See your factory. Ask better questions.
Before we begin
Questions, answered.
What does VIGOR do?
VIGOR designs and engineers custom software, AI automation, IoT systems and cloud integrations. Based in Penang, Malaysia, the company works across manufacturing, healthcare, digital government, smart cities, retail and immersive experiences.
How do we start a project with VIGOR?
Share the workflow you want to improve, the people involved and your existing systems. The first conversation establishes fit, constraints and the next useful step: discovery, a focused pilot or a defined build.
Do we need a complete technical brief?
No. A clear description of the current problem and its operational impact is enough to start. Existing process notes, screenshots and system documentation help turn that conversation into a scope.
Can we begin with a pilot?
Yes. A focused pilot tests one workflow or integration against agreed acceptance criteria. A four-week delivery window may be appropriate when the scope, access and dependencies are ready; timing is confirmed during scoping.
Start with the problem. We’ll work through the possibilities.
What can webuild together?