IMMEDIATE IMPROVEMENT OPPORTUNITIES
Problems that can potentially be addressed without major technology investment — unnecessary steps, information delays, duplicated work, waiting and poor handovers.
CONTACT ↗CALDERMARK INDUSTRIAL INTELLIGENCE
TURN EXISTING INDUSTRY INTO INTELLIGENT OPERATIONS.
Caldermark helps manufacturers understand where performance is lost, connect fragmented operational data and engineer the systems required to improve production. From machines and sensors to software, data infrastructure, automation and artificial intelligence.
EUROPEAN TECHNOLOGY & ENGINEERINGPHYSICAL → DIGITAL → INTELLIGENT
BEYOND INDUSTRIAL INTELLIGENCE
Industrial Intelligence is one part of a broader engineering capability.
Caldermark designs and builds software platforms, AI systems, connected infrastructure, mobile applications and advanced computational technologies — both for organisations and through our own technology portfolio.
CALDERMARK INDUSTRIAL ASSESSMENT · 3–5 DAYS ON SITE
FIND WHERE THE OPERATION IS LOSING PERFORMANCE.
Before proposing software, automation or AI, we examine how the operation actually performs. We map production processes, equipment, information flows, systems, maintenance, downtime, bottlenecks, manual interventions and available data — and speak with the people inside the process.
COST & PERFORMANCE LOSSES
Identify where capacity, labour, production time, materials, energy or equipment availability may be unnecessarily consumed.
DATA & VISIBILITY GAPS
Determine what the organisation knows about its operation, where information is unavailable or unreliable, and what should be measured.
SYSTEMS & CONNECTIVITY
Map machines, PLCs, sensors, ERP, databases and software. Determine what should communicate and where an operational data layer is required.
PROCESS OPTIMIZATION
Identify bottlenecks, recurring interruptions, unnecessary manual interventions and workflow changes with credible operational potential.
AUTOMATION & AI OPPORTUNITIES
Evaluate automation, AI, computer vision and intelligent workflows against feasibility, data availability and expected operational impact.
ENGINEERING ROADMAP
Translate the findings into a prioritised path from immediate interventions through connectivity, software, automation and AI.
NO OBLIGATION TO CONTINUE BEYOND THE ASSESSMENT.
If the honest conclusion is that a relatively small process change solves most of the problem, that is what the roadmap should say. Caldermark's role is to identify the right intervention — not the most expensive one.
BOOK AN ASSESSMENT ↗OPERATIONAL INTELLIGENCE
MAKE THE OPERATION VISIBLE.
Every factory already produces information. Machines change state. Sensors record conditions. PLCs execute logic. Operators intervene. Materials move. Quality changes. Caldermark connects those layers so what happens physically becomes something the organisation can understand and improve.
PHYSICAL OPERATION→SIGNAL→DATA→CONTEXT→INTELLIGENCE→DECISION→ACTION→PERFORMANCE
UNDERSTAND WHAT IS HAPPENING
TURN FACTORY ACTIVITY INTO OPERATIONAL CONTEXT.
The objective is not a monthly report explaining what happened four weeks ago. It is a current representation of the operation that can support decisions while those decisions still matter.
OEE
DOWNTIME
THROUGHPUT
CYCLE TIME
QUALITY & SCRAP
MAINTENANCE
ENERGY & RESOURCES
CAPACITY
COST
UNDERSTAND WHY
VISIBILITY IS NOT YET INTELLIGENCE.
Knowing that a line lost three hours of production is useful. Knowing why it keeps losing those three hours is considerably more valuable.
Caldermark combines process analysis, bottleneck detection, performance comparison, anomaly detection, correlation analysis and root-cause investigation to move from WHAT HAPPENED? to WHY IS IT HAPPENING? and ultimately WHAT SHOULD WE CHANGE?
PROCESS OPTIMIZATION
SOFTWARE ISN'T ALWAYS THE FIRST ANSWER.
We examine how work, materials, information and decisions actually move through an operation. Technology is introduced only when it improves that operation. Sometimes the highest-value intervention requires no new technology at all.
OUR APPROACH
OPTIMIZE FIRST. AUTOMATE WHAT MAKES SENSE. APPLY AI WHERE IT EARNS ITS PLACE.
OBSERVE
Understand the real operation rather than relying exclusively on how the process is documented.
MEASURE
Establish what information exists, what can be measured reliably and where critical visibility is missing.
MODEL
Create a coherent representation of processes, systems, dependencies, constraints and information flows.
IDENTIFY
Find bottlenecks, unnecessary cost, repetitive work, information gaps and opportunities for improvement.
ENGINEER
Determine whether the right intervention is process redesign, software, connectivity, automation, AI — or a combination.
IMPLEMENT
Build and integrate what is required into the actual operating environment.
OPTIMIZE
Measure the result, identify the next constraint and continue improving.
CONNECTED MAINTENANCE
THE COST OF A FAILURE STARTS BEFORE THE MACHINE STOPS.
Unplanned downtime reaches far beyond the stopped asset: lost production, idle labour, disrupted schedules, expedited parts, quality losses and pressure on maintenance teams. Caldermark brings machine information, sensor signals, maintenance history and operational context together so equipment behaviour can be understood more clearly.
CONDITION & PREDICTIVE INTELLIGENCE
Where sufficient information exists, analyse machine behaviour and historical data for abnormal conditions, deterioration and emerging failure patterns. The objective is earlier, better intervention — not pretending every failure can be predicted.
MAINTENANCE CONTEXT
Combine equipment condition with operating state, production information, previous interventions and maintenance history to understand what changed and why it matters.
TECHNICAL SERVICE FIELD SYSTEMS
Put work orders, asset information, inspections, service history, documentation and relevant alerts in the hands of the technician standing next to the machine.
AI & AUTOMATION
AI DOESN'T FIX A BROKEN DATA FOUNDATION.
AI is only as useful as the operational problem it solves, the information it can access and the context required to interpret that information correctly. Caldermark starts before the model: what decision needs to improve, what information is required, can it be trusted, and can the resulting improvement be measured?
ANOMALY DETECTION
MAINTENANCE INTELLIGENCE
QUALITY INTELLIGENCE
COMPUTER VISION
OPERATOR ASSISTANCE
DECISION SUPPORT
WORKFLOW AUTOMATION
AI AGENTS
IF THE RIGHT ANSWER IS “YOUR OPERATION ISN'T READY FOR THIS YET”, WE WILL SAY SO.
And explain what has to change before AI becomes worthwhile.
CALDERMARK INDUSTRIAL INTELLIGENCE · IN DEVELOPMENT
ONE OPERATION. ONE INTELLIGENCE LAYER.
A coherent operational layer across production monitoring, machine states, OEE, downtime, cycle information, maintenance, quality, operational events, alerts and management intelligence — designed around existing industrial reality, including legacy equipment.
ACT 02 · WE ENGINEER TECHNOLOGY
WE ENGINEER FAR BEYOND THE FACTORY FLOOR.
The same discipline applies whether the problem is a production line, a field service organisation, a fragmented enterprise workflow or an entirely new technology product: understand the real problem first, then engineer the system required to solve it.
SOFTWARE ENGINEERING
Enterprise applications, operational platforms, SaaS products, customer and contractor portals, workflow systems, dashboards, backend services, APIs, database architecture and integrations.
DATA ENGINEERING & INFRASTRUCTURE
Reliable paths between machines, applications, databases and decision systems — from APIs and operational data models to event systems and industrial data pipelines.
IoT & CONNECTED OPERATIONS
PLCs, industrial sensors, gateways, edge systems, machine interfaces, IoT infrastructure, APIs, databases and cloud systems connecting the physical and digital operation.
AI & AUTOMATION
Intelligent workflows, information retrieval, knowledge systems, document intelligence, decision support, specialised search, agents, computer vision and domain-specific AI engines.
MOBILE & FIELD SYSTEMS
Mobile systems for factories, construction sites, service locations and customer premises — connecting technicians, contractors, employees and customers to the operation.
PRODUCT ENGINEERING & APP DESIGN
Concept, architecture, UX, interface design, frontend, backend, mobile, infrastructure, deployment and iteration as one coherent product engineering process.
TECHNOLOGY CONSULTING
YOU DON'T NEED TO ARRIVE WITH A TECHNICAL SPECIFICATION.
Sometimes an organisation knows exactly what it needs. Often it only knows where the problem is.
Caldermark can enter before the solution has been defined: analyse the operation, existing systems, workflows, technical constraints and strategic objectives before developing an architecture or implementation plan.
That prevents one of the most expensive mistakes in technology: building the wrong system extremely well.
THE CALDERMARK ENGINEERING STACK
PHYSICAL WORLD → SIGNAL → DATA → INTELLIGENCE → DECISION → ACTION → PERFORMANCE
We work across the chain — from what physically happens inside an operation to the software, intelligence and decisions built on top of it.
ACT 03 · TECHNOLOGY PORTFOLIO
WE DON'T JUST ADVISE. WE BUILD.
A presentation can ignore edge cases. Production software cannot. Our portfolio spans marketplaces, construction operations, field applications, calculation software, AI discovery, industrial intelligence and advanced computational research.
SERVICE & DISPATCH INFRASTRUCTURE
SENDAFIX
An on-demand repair platform coordinating the complete transaction between customer and professional: structured request, fixed-price payment, dispatch, contractor claiming, execution, customer approval and payout.
WEB · MOBILE · PAYMENTS · DISPATCH · MARKETPLACE · WORKFLOWS
CONSTRUCTION BUSINESS OPERATIONS
SITELO CRM
Construction CRM connecting customers, projects, quotations, invoicing and the commercial information required to move work from opportunity into execution.
CRM · PROJECTS · QUOTATIONS · INVOICINGMOBILE FIELD OPERATIONS
SITELO FIELD
Multilingual construction-site software connecting project information, field reporting, communication and operational workflows with the systems used by the office.
FIELD · MOBILE · MULTILINGUAL · PROJECTSOFFRIXIOBRANDMARK IN DEVELOPMENT
004CONSTRUCTION ESTIMATING & CALCULATION
OFFRIXIO
A calculation system that structures the chain from project and geometric information to quantities, cost, price and commercial output.
GEOMETRY → QUANTITIES → COST → PRICE
RENOVATION DEMAND INFRASTRUCTURE
RENOGIDS
A platform structuring renovation demand around the work being considered and creating a clearer path between consumer intent, project information and relevant professionals.
CONTENT · DEMAND · QUALIFICATION · MATCHING
PROFESSIONAL SERVICES INFRASTRUCTURE
FIXPROF
Professional-services infrastructure combining onboarding, service categories, geographic regions, lead distribution and account operations.
DEMAND · MATCHING · REGIONS · SERVICES
AI TECHNOLOGY DISCOVERY
ZYRONIK
A specialised search and discovery system for navigating AI software, tools and platforms and identifying relevant technology for a defined requirement.
SEARCH · DISCOVERY · AI SOFTWARE · DATACONNECTED PRODUCTION INTELLIGENCE
CALDERMARK INDUSTRIAL INTELLIGENCE
An industrial intelligence environment being engineered around fragmented data, legacy equipment, limited visibility, maintenance context and production performance.
PRODUCTION · OEE · DOWNTIME · OPERATIONSADVANCED R&D
BUILDING BEYOND TODAY'S SOFTWARE.
Some Caldermark programmes investigate the engineering infrastructure required for the technologies that come next — including semiconductor engineering and computational materials intelligence.
PRECISION · COMPUTE · ENGINEERING
FROM OPERATIONAL SYSTEMS TO ADVANCED COMPUTATION.
The same engineering discipline extends into semiconductor workflows and computational materials research: structure complexity, reduce uncertainty and make difficult technical decisions more executable.
FORGECHIP · SEMICONDUCTOR & EDA ENGINEERING
ENGINEERING THE WORKFLOW BEHIND THE CHIP.
Modern semiconductor development depends on complex design and verification workflows. ForgeChip explores how those workflows can become more structured, reproducible and computationally efficient.
The programme focuses on engineering infrastructure around semiconductor and EDA workflows, including design execution, computational orchestration, validation, traceability and AI-assisted engineering. The objective is not to replace semiconductor engineers, but to investigate where better infrastructure and intelligent computation can reduce friction inside complex engineering workflows.
MATERIALS AI · COMPUTATIONAL MATERIALS INTELLIGENCE
SEARCH MORE MATERIAL SPACE BEFORE YOU ENTER THE LAB.
Many difficult engineering problems are ultimately constrained by materials. Caldermark's Materials AI research explores how computation and AI can navigate large chemical and structural search spaces before expensive physical experimentation begins.
The principle is not “AI predicts the winning material.” It is: define engineering requirements, explore candidates, compute, screen, eliminate, prioritise — and then validate experimentally.
AI INFRASTRUCTURE
Thermal management · Power electronics · Advanced cooling · Data-centre infrastructure materials
SEMICONDUCTORS
Advanced packaging · Thermal interfaces · Dielectrics · Process materials
ENERGY STORAGE
Electrodes · Electrolytes · Separators · Thermal safety
EXTREME ENVIRONMENTS
High-temperature systems · Advanced energy systems · Nuclear environments
Computational intelligence does not replace physical science. Candidate identification requires appropriate computational, engineering and experimental validation before a material can be considered suitable for a real application.
CALDERMARK · COMPANY
ENGINEERING TECHNOLOGY FROM EUROPE.
Caldermark is a European technology and engineering company working across Europe. We design and build industrial intelligence systems, software platforms, connected infrastructure, artificial intelligence and advanced computational technologies.
WE IMPROVE INDUSTRY.
Operational analysis, process optimization, industrial connectivity, production intelligence and practical AI implementation.
WE ENGINEER TECHNOLOGY.
Software, mobile applications, data infrastructure, connected systems, automation and technology products.
WE BUILD WHAT COMES NEXT.
Our own technology platforms and advanced R&D across industrial intelligence, semiconductor engineering and computational materials.
WHY CALDERMARK
ENGINEERING HAS TO SURVIVE CONTACT WITH THE REAL WORLD.
A technology system can look perfect in a presentation and fail the moment it encounters legacy equipment, incomplete information, unexpected user behaviour, different languages, physical constraints and processes that evolved over decades.
UNDERSTAND THE REAL PROBLEM.
BUILD WHAT IS REQUIRED.
MEASURE WHETHER IT WORKS.
Caldermark engineers around operational reality. We do not begin by forcing a predefined product onto a problem. And because we build our own technology products alongside client work, we carry the same responsibility ourselves.
Software has to ship. Infrastructure has to operate. Users have to understand it. Data has to be reliable. Eventually, the technology has to justify why it exists.
Technology is only useful when something works better because of it.
START THE CONVERSATION
LET'S TALK ABOUT YOUR OPERATION.
Whether you are improving an industrial operation, connecting fragmented systems, introducing AI or building something entirely new, Caldermark starts by understanding what you want to achieve and engineering the right path forward.
CALDERMARK — EUROPEAN TECHNOLOGY & ENGINEERINGENGINEERING ACROSS EUROPE