Intelligent systems
AI connected to operational data — detecting what matters, explaining why, and helping people act.
- Operational AI
- Intelligence interfaces
- Decision support
AI · Software · Automation
Advanced software
engineering for AI,
automation &
business systems
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Software · Data · Integration · AI
Built around the systems you already run — or engineered from the ground up.
The engineering behind VMD
15+ years of software engineering experience.
Built across enterprise systems, integrations and software that businesses rely on every day.
Technologies we engineer with
Built to work with your technology.
We integrate with the databases, enterprise systems, APIs, cloud services and application platforms a business already runs — and engineer the missing layer when no ready-made integration exists.
Databases
- PostgreSQL
- Microsoft SQL Server
- Oracle
- Informix
Engineering & runtime
- .NET
- Python
- JavaScript / TypeScript
Integration
- REST APIs
- System-to-system interfaces
- Files & scheduled exchange
Cloud & platform
- Azure
- Supabase
- Vercel
Data & BI
- Power BI
- Relational modelling
- Operational reporting
What we engineer
Six capability families.
Most of this work arrives connected — an assistant needs an integration, an automation needs a data model, a new product needs all of it.
Automation
Processes that coordinate systems, data and decisions, with human control where it matters.
- AI automation
- Workflow orchestration
- Human approval
Business software
Software engineered around the way the business actually operates.
- Business applications
- Digital products
- Command centres
- Field systems
Data & BI
Operational data engineered into one reliable foundation for reporting, analysis and decisions.
- Data modelling
- Business intelligence
- Operational analytics
- Reporting
- Pipelines
Integration
Separate applications, databases and legacy systems engineered to work as one environment.
- APIs
- System integration
- Data exchange
- Legacy modernisation
AI Engineering
Advanced AI systems engineered across language, vision, speech and multimodal intelligence.
- LLM
- NLP
- Computer vision
- Speech AI
- Multimodal AI
Engineering applied
What changes when the systems start agreeing.
Across industries the software underneath changes. The operational problem does not — and neither does the engineering that resolves it.
- 01
The answer exists, but no system holds all of it.
Before
Separate systems, each correct on its own
After
One reconciled operational model
- 02
Input arrives in a shape nobody controls.
Before
Files re-keyed by hand, errors found later
After
Validated intake with an exception queue
DACH-level engineering
European engineering principles. Built without borders.
Security, privacy, reliability and maintainability guide how we engineer our software — using the expectations of the DACH market as a benchmark for quality, not as a boundary for where our technology can be used.
Security
Access is designed to be scoped and controlled from the start, rather than fitted around a system that is already running.
Privacy
Personal data is treated as something to minimise and account for, not as a by-product to keep because a system happens to produce it.
Reliability
Inputs are validated and the failure case is handled explicitly, so that a system gives way predictably instead of surprisingly.
Auditability
What a system did, and on what basis, is recorded so a person can check it — and material decisions stay with the people accountable for them.
VMD products · Active development
Software we are building ourselves.
The same practice runs in both directions. We engineer software, integrations and automation for companies, and we use that engineering — the systems knowledge and the problem understanding, nothing carried over from client work — to build software VMD owns and develops itself.
Platform
VMD AGENTIC
In developmentEnterprise Agentic & Decision Intelligence Platform.
- Multi-tenant by architecture — row-level policies that deny by default, reads gated on membership and writes on a named permission, enforced in the database rather than in application code
- Authentication, a permission model, system roles, atomic tenant provisioning and membership administration, with the screens to operate them
Domain intelligence
VMD Energy Intelligence
In developmentAI-native Energy Decision Intelligence.
- An energy data model over sites, meters and validated interval measurements, with kW and kWh kept distinct and tariff data alongside
- Deterministic analysis over that model — peak-demand analysis and anomaly detection, with the evidence behind each finding retained
Standalone products
HELIX
A multi-tenant enterprise intelligence application — it builds a semantic and operational model of a company’s data, then uses it for statistical analysis and governed AI explanation.
- A business semantic layer: entities, relationships and metrics mapped onto the company’s own tables and columns, tenant by tenant
- Business processes modelled as ordered states, each bound to the field and value that actually describes it in operational data
VMD CampSearch
An intelligent camping ecosystem for discovering campsites, services and gear.
- Campsite discovery, catalogue and matching in one product, where it is currently spread across separate sites, booking platforms and maps
- Two audiences: campers planning a trip, and campsite operators listing and managing their sites
SyncFrame Studio
Professional video and telemetry synchronisation.
- A standalone Studio application, not an internal framework
- Synchronises video with telemetry data into one usable combined workflow
Industries
Where this work happens.
Production plans, materials and orders that have to agree with each other every day.
Systems typically in play
- ERP
- Production
- Warehouse
- Planning
- Reporting
Where VMD helps
- System integration
- Operational AI
- Workflow automation
- Production visibility
Engineering & architecture
Engineered for production.
Systems other people have to run after we hand them over — authentication, permissions, logging, audit trails and a deployment path, not a prototype with a demo URL.
Across every layer
- Security by design
- Observability
- Accessibility
- Maintainability & testing
- Human control
- ExperienceWeb applications, dashboards, command centres, intelligence interfaces
- AI & intelligenceRetrieval, grounding, reasoning over business data, computer vision
- AutomationWorkflows, events, rules, scheduling, background processing
- IntegrationREST APIs, system-to-system interfaces, ERP, CRM, legacy systems
- DataRelational databases, modelling, warehouses, files, reporting layers
- PlatformAuthentication, role-based access, logging, audit trails, deployment
You already run something
We build around it.
- Integrate
- Add intelligence
- Automate
- Modernise
There is nothing to build on
We engineer it from the ground up.
- Architecture
- Engineering
- Data & AI
- Production
Your systems.
Your processes.
Engineered for what comes next.
Bring one process, one system or one question. A conversation with the engineers who would do the work.