Engineering, data and AI
fused into one intelligence layer.
Willdrae Intelligence Ltd helps engineering teams, labs and SMEs turn mechanical design, sensor data and business operations into actionable intelligence – from CAD and test rigs to data science, machine learning and automation.
Service portfolio
A single partner across mechanical design, data science, machine learning, automation and technical documentation – so your ideas move from concept to validated reality.
Mechanical & Product Design
- 3D CAD modelling (SolidWorks, Fusion 360, AutoCAD)
- 2D drawings, BOM preparation and documentation
- Mechanical assemblies & custom test rig design
- Design for manufacture (DFM) & assembly (DFA)
- Reverse engineering & part optimisation
- Structural / motion / FEA simulation
- Exploded views, visualisations & animations
Data Science & Machine Learning
- Data cleaning, processing & exploratory analysis
- Visualisation (Matplotlib, Power BI, Tableau)
- Predictive models, forecasting & time-series
- ML for classification, regression & clustering
- Computer vision & image processing
- NLP for technical and operational text
- End-to-end analytics & reporting pipelines
Research & Experiment Support
- Experiment setup and instrumentation planning
- DAQ, sensor integration & IoT data collection
- Result analysis & scientific visualisation
- Feasibility studies & proof-of-concept builds
- White papers, grant documents & reports
- Literature review & technology mapping
- Prototype testing and evaluation support
Automation, IoT & Dashboards
- Raspberry Pi / Arduino / ESP32 development
- IoT sensor networks & telemetry dashboards
- Smart device prototyping & low-power control
- Predictive monitoring & maintenance systems
- Web dashboards & control interfaces
- Python / Flask / Django tooling for engineers
Business, Excel & Process Support
- Data entry, cleaning, deduplication & validation
- Advanced Excel models, dashboards & templates
- VBA/macros and Office automation for teams
- KPI, cost and resource tracking dashboards
- Timesheet, utilisation & operational reporting
- Cloud file organisation & documentation
Documentation, Training & Consulting
- Technical reports, SOPs & user manuals
- Research paper formatting & visualisation
- Design reviews & prototype feedback
- AI, data and CAD training for engineers
- STEM education and lab kit support
- Proposal writing for R&D and grant funding
Core domains we cover
A summary of how Willdrae Intelligence Ltd spans engineering, analytics and automation for your organisation.
| Core Domain | Focus | Example Outcomes |
|---|---|---|
| Engineering Design | Mechanical, CAD, prototyping | 3D models, drawings, rigs, FEA studies |
| Data Science & AI | Analytics, ML, optimisation | Predictive models, insights, dashboards |
| Research Support | Experiments, DAQ, documentation | Setup, analysis, white papers, grant reports |
| IT & Automation | IoT, integration, digital tools | Sensor systems, web tools, control interfaces |
| Administrative & Reporting | Data entry, Excel, reporting | Clean datasets, KPI packs, automation |
| Consulting & Training | Knowledge transfer, optimisation | Workshops, training, design & process reviews |
Contact & next steps
Share a short description of your project, and we’ll respond with a focused technical perspective – not generic sales speak.
Start a conversation with Willdrae Intelligence Ltd
Ideal for engineering teams, SMEs, labs and individuals who need a single technical partner across CAD, data, AI and automation.
How we typically work
• Initial clarification call to understand your problem space.
• We propose a compact, technically realistic plan – from
prototype to production.
• Work can range from a few focused days to long-term embedded
support in your team.
Example collaborations
• Designing and instrumenting a new test bench or prototype.
• Turning raw sensor logs into robust dashboards and models.
• Supporting an MSc/PhD/industry team with analysis,
visualisation and publication-grade documentation.