We Turn Engineering Work Into Automation.
From interviews to specification to delivery, we build automation that removes recurring engineering effort.
Experience across aerospace, railway, robotics & industrial automation.
What We Help With
Practical solutions for engineering teams who need to ship faster.
Engineering Workflow Automation
We automate the creation and maintenance of documentation and traceability, accelerate reviews, and integrate engineering tools across requirements management, change control, MBSE, and testing.
CI/CD for Engineering
Repeatable, automated workflows that reduce effort, errors, and lead time across models, requirements, simulations, software, and documentation.
AI for Engineering Teams
Private, local-first AI copilots for requirements co-authoring, reviews, project-wide consistency checks, and day-to-day engineering assistance — without data leakage.
Pragmatic Model-Based Systems Engineering (MBSE)
Applying MBSE selectively to reduce coordination cost, improve clarity, and enable automation across complex engineering programs.
Our Approach
Principles that guide how we work with engineering teams.
Less process. More flow.
We reduce manual effort, handovers, and duplication — without weakening quality or compliance.
Real-world delivery mindset
We've shipped systems in safety-critical and industrial environments. Delivery matters.
Open-source friendly, tool-neutral
We integrate into your landscape. No forced tools. No vendor lock-in.
Safety-critical experience
Aerospace and railway backgrounds mean we understand traceability, validation, audits, and accountability.
How Engagements Work
We deliver automation as systems — from idea to reliable operation.
Discovery & Workflow Mapping
We start by understanding how work actually flows today.
- Stakeholder interviews
- Identification of manual steps, bottlenecks, risks
- Automation candidates and ROI estimation
Outcome: A clear, shared understanding of what is worth automating.
Proof of Concept (PoC)
We validate the approach quickly and safely.
- Small, focused implementation
- Real data, real tools, real constraints
- Fast feedback from users
Outcome: Confidence that the automation delivers real value.
Assured Productization
When a PoC proves its value, we turn it into a reliable system.
- Hardening, testing, documentation
- Security, traceability, compliance considerations
- Integration into your toolchain and CI
Outcome: A production-ready automation you can depend on.
Deployment & Ownership
We integrate the solution into your environment.
- On-prem or cloud deployment
- Knowledge transfer and handover
- No vendor lock-in
Outcome: You own the system — technically and operationally.
Operation & Support
OptionalFor teams who want long-term reliability without internal overhead.
- SLA-based support and maintenance
- Monitoring and incident response
- Incremental improvements
Outcome: Stable operation with predictable effort.
Infrastructure & AI Enablement
OptionalWhen automation or AI must stay local.
- On-prem hardware provisioning
- Secure, private AI setups
- Hardware rental or managed infrastructure
Outcome: AI-enabled automation without data leaving your premises.
Discovery & Workflow Mapping
We start by understanding how work actually flows today.
- Stakeholder interviews
- Identification of manual steps, bottlenecks, risks
- Automation candidates and ROI estimation
Outcome: A clear, shared understanding of what is worth automating.
Proof of Concept (PoC)
We validate the approach quickly and safely.
- Small, focused implementation
- Real data, real tools, real constraints
- Fast feedback from users
Outcome: Confidence that the automation delivers real value.
Assured Productization
When a PoC proves its value, we turn it into a reliable system.
- Hardening, testing, documentation
- Security, traceability, compliance considerations
- Integration into your toolchain and CI
Outcome: A production-ready automation you can depend on.
Deployment & Ownership
We integrate the solution into your environment.
- On-prem or cloud deployment
- Knowledge transfer and handover
- No vendor lock-in
Outcome: You own the system — technically and operationally.
Operation & Support
OptionalFor teams who want long-term reliability without internal overhead.
- SLA-based support and maintenance
- Monitoring and incident response
- Incremental improvements
Outcome: Stable operation with predictable effort.
Infrastructure & AI Enablement
OptionalWhen automation or AI must stay local.
- On-prem hardware provisioning
- Secure, private AI setups
- Hardware rental or managed infrastructure
Outcome: AI-enabled automation without data leaving your premises.
Discovery & Workflow Mapping
We start by understanding how work actually flows today.
- Stakeholder interviews
- Identification of manual steps, bottlenecks, risks
- Automation candidates and ROI estimation
Outcome: A clear, shared understanding of what is worth automating.
Proof of Concept (PoC)
We validate the approach quickly and safely.
- Small, focused implementation
- Real data, real tools, real constraints
- Fast feedback from users
Outcome: Confidence that the automation delivers real value.
Assured Productization
When a PoC proves its value, we turn it into a reliable system.
- Hardening, testing, documentation
- Security, traceability, compliance considerations
- Integration into your toolchain and CI
Outcome: A production-ready automation you can depend on.
Deployment & Ownership
We integrate the solution into your environment.
- On-prem or cloud deployment
- Knowledge transfer and handover
- No vendor lock-in
Outcome: You own the system — technically and operationally.
Operation & Support
OptionalFor teams who want long-term reliability without internal overhead.
- SLA-based support and maintenance
- Monitoring and incident response
- Incremental improvements
Outcome: Stable operation with predictable effort.
Infrastructure & AI Enablement
OptionalWhen automation or AI must stay local.
- On-prem hardware provisioning
- Secure, private AI setups
- Hardware rental or managed infrastructure
Outcome: AI-enabled automation without data leaving your premises.
Who We Are
VikWorks is an engineering automation studio.
We design and implement bespoke automation for engineering operations — turning recurring engineering work into reliable systems.
Our background spans aerospace, railway, and industrial automation, where correctness, traceability, and compliance are non-negotiable.
We combine: systems & requirements engineering, software and workflow automation, toolchain integration, and rapid prototyping across software and cyber-physical systems.
Our goal is simple: engineers should engineer — not maintain workflows.
Let's Talk
Whether you have a specific challenge or just want to explore what's possible — tell us a bit about what you're looking for and we'll get back to you.