Digital Tvilling
Replicate reality. Break silos. Align your organisation.
Modern organisations sit on oceans of data, systems, and expertise. But most of it is disconnected. We help you see how things really work, break down barriers between teams, and unlock hidden value with a powerful combination of tech and method.
You already have the threads. We help you weave the pattern.
The Problems We Solve
Many organisations struggle to see how their operations truly work across teams, systems, and structures. Plans and strategies are developed in one part of the organisation — but never make it into the day-to-day reality of another. Meanwhile, decisions are made based on partial information, or gut feeling. Our customers often face:
Constant change: geopolitics, climate, tech, globalization
Growing complexity where old structures no longer suffice
Silos, outdated models, and slow IT systems
Difficulty seeing the big picture and driving real change
Need to change: Do more with less/ do more with more/ do things different
How do we help
We support our customers in overcoming these challenges by:
Combining human expertise with modern software tools
Using AI and other modern technologies to turn data into actionable insights
Creating clarity and direction in complex situations
Enabling transformation beyond old roles and systems
Typical application areas and use cases
Our services and software can be applied at many levels – from individual products and processes to entire organizations and portfolios. This flexibility makes it possible to connect the dots, break silos, and create real impact where it matters most.
Cross-organizational visibility and decision making – breaking silos and linking information so decision-makers see the full picture.
End-to-end perspective – connecting e.g. product and process development with real-world performance, creating feedback loops that drive learning and improvement.
Operational control rooms – shared environments where complex organizations can steer and follow up in real time.
Planning and foresight – mapping dependencies, spotting risks early, and enabling proactive action in complex processes.
Sourcing & logistics – stronger control of procurement, supplier networks, and transport flows.
Dynamic portfolio management – continuously prioritizing projects and resources as conditions shift.
What We Do
We combine proven methods for transformation with a scalable platform that mirrors your operations and uncovers actionable insight.
This isn’t a reporting layer. It’s a new way of seeing your business.
Our offerings
Different situations call for different support – sometimes strategic advice, sometimes software, and sometimes a combination. Our offerings span software, services, and education so organizations get what they need, when they need it.
Our solutions are built to be flexible. They can be applied at many levels – from individual products and processes to entire organizations and portfolios – always tailored to the context.
And they’re not just empty tools. Each solution comes with built-in know-how and proven methods, packaged for plug-and-play use, so customers gain both the software and the expertise embedded in it.
Software
Full stack when needed, but often tailored to specific needs
Flexible deployment: OnPrem, cloud, or hybrid
Products like Calcifer (agentic AI & GraphRAG), Partitur (timeline & flow visualization), Skala (graph modeling & governance)
For enterprise customers: option for source code access with sustained rights and co-development
Mixed model: General licences, SaaS and SLA if desired
Services
Strategic advisory and hands-on implementation
Governance and decision support
Process and data modeling to connect information across silos
Data science with special focus on agentic AI, graph data science and managing complexity
Independent second opinions
Education
Training programs for teams, leaders, and decision-makers
Workshops on governance, problem solving, data-drivenness, and AI in practice
Tailored learning paths that build lasting capability within the organization
Our Approach
We work end-to-end — from discovery to delivery — always anchored in your real operations.
1. Map the reality
We begin by mapping how things actually work today — usually by focusing on a few key business flows where there are known challenges or untapped potential.
This isn’t about map-making — it’s about surfacing the real flow of work. Whether that’s how you develop products, deliver services, or coordinate across departments, we capture what’s really happening so we can act on it.
This becomes our shared starting point. From there, we can expand both the boundaries and the level of detail as needed.
2. Build the operational data layer
We bring together data from across your organisation into one structured environment.
This gives us a clear view of how things relate to each other — enabling an end-to-end perspective and a shared understanding across teams.
From here, we can start building solutions that break silos, test new approaches, and explore smarter ways of working — supported by our platform, applications, and AI where relevant.
3. Drive improvement in the real world
Together, we use the insights, tools, and methods directly on your operations to deliver actual change.
Whether it's reducing friction in a process, improving coordination across teams, or building smarter decision logic — this is where it turns into results.
The Platform: A Foundation for Smart Decisions
All your data, unified
Our platform connects to internal systems, open datasets, licensed sources, and third-party services — including state-of-the-art models and APIs.
Structured or unstructured — we bring it all together so you can act on it.
This could be anything from internal reports, spreadsheets, time series, and databases to emails, documents, machine logs, PDFs, presentations, or files from external partners.
If it affects your operations, we can work with it — no matter the format or origin.
Flexible integrations
Real-time streams, batch files, APIs, sensors — no problem. You can also send processed data back into your systems to drive action. The platform is open and extendable.
We’ve integrated with a wide range of enterprise systems — including SAP, Maximo, Microsoft Dynamics, Dassault, and various in-house or industry-specific platforms.
Whether cloud-based or legacy, modern or custom-built — we meet your systems where they are.
Ready-to-use applications
Our own applications are designed to make complex data understandable — not just for analysts, but for decision-makers across complex organisations. They help you make sense of time series, layered structures, and fast-changing situations. The result? True situational awareness, where human insight and real-world data come together to support smarter, faster decisions.
A powerful data mesh
At the core: a next-gen data layer built for graph, time series, geospatial, vector and object storage. It’s made for scale, security, and speed and provide the functions required by an operational data layer.
Deployment on your terms
We know that every organisation has different requirements when it comes to infrastructure, control, and security. That’s why our platform is built to deploy where it makes the most sense for you.
Whether you’re operating in the cloud, on-premises, or in a fully isolated environment, the platform is designed to adapt:
Run in public cloud, private cloud, hybrid, or air-gapped/on-prem environments
Deploy using containerized infrastructure for fast, flexible scaling
Integrate with your existing identity and access control systems
Keep security and compliance aligned with your internal policies
Grow without replatforming — the system scales with your needs
From prototypes to production, isolated to interconnected — you choose the environment. We make sure it works.
Advisory: Strategy Meets Execution
What we uncover is often complex — shifts in how value flows, how decisions are made, or how teams operate.
That’s why we don’t stop at insight. We help you lead and structure the change, so that it actually happens — and lasts.
Our clients often say: “You brought the thinking, not just the software.”
We combine expertise in transformation, data science, and organisational change to drive real outcomes.
Translate insights into structured action
Build the internal muscle to sustain change
Move from problem → idea → qualification → implementation → operational result
We work side by side with your team — not to deliver slides, but to make things work in practice.
Who We Work With
We work with leaders in:
Heavy industry and manufacturing
Public sector and complex organisations
Transport, logistics and infrastructure
We’ve helped teams in industry, infrastructure, and public administration visualise problems, align leadership, and discover solutions they didn’t know were possible.
Why It Works
Proven in complex, high-stakes environments
Fast time to value — no need for a big bang release; start small, scale smart
Uses your knowledge and your data — we build on what you already have
Flexible deployment: OnPrem, isolated, or cloud
Loosely coupled by design — our modular platform lets you integrate best-of-breed components and avoid the lock-in, complexity, and rigidity of monolithic solutions
Methods and platform go hand-in-hand — built as one integrated solution to support real-world change
Open to external services — including AI models, APIs, and external data
Grounded in research, refined through practice
Made for real teams — not just data experts
Built in Europe — with local context, compliance, and control in mind
Ready to start?
Want a clearer view of what’s actually happening in your operations — and how to steer smarter from it? We start by mapping the reality and building your operational data layer. It’s the fastest path to actionable insight, alignment across teams, and confident decisions.
Book a short intro session – we’ll show you how it works using your reality.
You already have the threads. We help you weave the pattern.