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Case Studies
In over 10 years of experience in different fields, we’ve fostered our teams’ compounded skills on specialised methods to develop field specific solutions, centred on our client’s needs. Read the case studies of our AI and Data-Science projects.
VIOLoC
R&D in AgriFood Case History
Development of a platform based on advanced microsensor technology, integrated into a cloud computing system for real-time analysis.
Vermeer Cosmolife
Case History Cosmolife
Research project to develop ultra‑high‑technology sheaths capable of ensuring sustainable production and management processes.
Vermeer
Case History Tox Eraser
In the research project “Life Vermeer”, Kode contributed to the development of a risk assessment and substitution platform for hazardous substances.
Toxicity in FCM
Use Case
VEGA and Junes for toxicity prediction of a new compound for a paper packaging coatings (FCM Food Contact Materials).
Italprogetti
Use Case
On-Edge Predictive System for Process Optimization Based on Real-Time Collection of Process and Environmental Data
Dairy Food
Use Case
SpectralizeR and FactorAI applied to cheese production for end-to-end production cycle control.
Circular Economy
Cable – R&D
For the full implementation of circular economy principles in the transport, energy, and connectivity sectors
Confectionery co.
Fresh Food production planning for irregural time series.
BCN Concerie
A digital Twin of BCN plant for infrastructure management and the maintenance of machinery and production plants.
Use case: Textile
FactorAI & sustainability
The Digitalization of a Textile Company’s Production Process in Support of Sustainability – by Andrea Spinelli, Industry BU Manager
Fedrigoni Group
Digitization and standardization of OEE control for all group’s Plants.
Mixer SpA
Development of an advanced process control system.
DoE projects
Design of Experiments (DoE) to define experimental plans for our clients.
Medical Device co.
Process monitoring and quality control automation in medical devices.
SmartOil Project
Delivery tracking and churn prevention with advanced customer data analysis.
CFS Europe SpA
Predictive plant control for greener and more efficient production.
Confectionery co.
Fresh Food production planning for irregural time series.
Tannery Field
Generative AI Platform for information extraction from Safety Data Sheets of chemicals in the tannery process.
Funded projects
We are constantly able to innovate our skills, experimenting with new methodologies and technologies. Therefore we are often selected to contribute to funded projects related to innovation and AI applications.
Discover them all!
All our projects
Title
Expertise
Domain
Output
Year
Muscolar biopsy inspector
ML, Computer Vision
Imaging
App
2022
Muscolar biopsy inspector
Title
Muscolar biopsy inspector
Client
Challenge
Solution
Output
App
Year
2022
AI based process control for a polymer development enterprise
ML, Predictive, Analytics
Polymer
App
2022
AI based process control for a polymer development enterprise
Title
AI based process control for a polymer development enterprise
Client
Challenge
A company that produces many types of polymer compounds operates on extremely small profit margins, so it needs to carry out stringent process control to minimize production waste
Solution
An interactive platform that runs a complex AI engine able to train itself in few minutes and provide a real-time process control system, that promptly reports anomalies and out-of-control states.
Output
App
Year
2022
Objective assessment of grape ripeness by means of a smartphone
Predictive, UX/UI
App
2022
Objective assessment of grape ripeness by means of a smartphone
Title
Objective assessment of grape ripeness by means of a smartphone
Client
Challenge
Solution
Output
App
Year
2022
Regulatory assessment for food contact materials
Predictive, QSAR, ML
Toxicology
App
2022
Regulatory assessment for food contact materials
Title
Regulatory assessment for food contact materials
Client
Challenge
Solution
Output
App
Year
2022
QSAR development for pharmacological properties
Predictive, QSAR, ML
Toxicology
App
2022
QSAR development for pharmacological properties
Title
QSAR development for pharmacological properties
Client
Challenge
Solution
Output
App
Year
2022
Searching for the best recipe to generate a coloration identified on a colorimeter
ML, Pattern Mining
Tannery
Script and report
2022
Searching for the best recipe to generate a coloration identified on a colorimeter
Title
Searching for the best recipe to generate a coloration identified on a colorimeter
Client
Challenge
Solution
Output
Script and report
Year
2022
Creating a Digital Twin of a tannery for maintenance operations
Analytics
Tannery
App
2022
Creating a Digital Twin of a tannery for maintenance operations
Title
Creating a Digital Twin of a tannery for maintenance operations
Client
Challenge
Solution
Output
App
Year
2022
Automatic reading of chemicals data sheets
ML, Pattern Mining
Tannery
Script and report
2022
Automatic reading of chemicals data sheets
Title
Automatic reading of chemicals data sheets
Client
Challenge
Solution
Output
Script and report
Year
2022
Development of a dashboard collecting process data from multiple sources
ML, Predictive, Analytics, UX/UI
Chemistry
App
2022
Development of a dashboard collecting process data from multiple sources
Title
Development of a dashboard collecting process data from multiple sources
Client
Challenge
Solution
Output
App
Year
2022
Platform for calculation and visualization of OOE and other efficiency parameters
Analytics, UX/UI
Paper
App
2022
Platform for calculation and visualization of OOE and other efficiency parameters
Title
Platform for calculation and visualization of OOE and other efficiency parameters
Client
Challenge
Solution
Output
App
Year
2022
SynCT - AI-driven synthetic imaging for PET monitoring in hadron-therapy
ML
Bioimage
Script and report
2022
SynCT - AI-driven synthetic imaging for PET monitoring in hadron-therapy
Title
SynCT - AI-driven synthetic imaging for PET monitoring in hadron-therapy
Client
Challenge
Solution
Output
Script and report
Year
2022
Ingene 2 – Integrated, multiparametric system for early genetic diagnosis of neuromuscular diseases
Analytics
Wearable Sensors/Genomics
Script and report
2022
Ingene 2 – Integrated, multiparametric system for early genetic diagnosis of neuromuscular diseases
Title
Ingene 2 – Integrated, multiparametric system for early genetic diagnosis of neuromuscular diseases
Client
Challenge
Solution
Output
Script and report
Year
2022
Near real time product quality monitoring and prediction
ML, Analytics, Pattern Mining
Polymer
App
2022
Near real time product quality monitoring and prediction
Title
Near real time product quality monitoring and prediction
Client
Challenge
Solution
Output
App
Year
2022
Predictive model for sizing short-term balancing needs through nowcasting techniques
ML, Predictive
Energy
Script and report
2022
Predictive model for sizing short-term balancing needs through nowcasting techniques
Title
Predictive model for sizing short-term balancing needs through nowcasting techniques
Client
Challenge
Solution
Output
Script and report
Year
2022
Kodelivery Enterprise – Logistics optimization for last-mile delivery
ML, Predictive
Transport
App
2022
Kodelivery Enterprise – Logistics optimization for last-mile delivery
Title
Kodelivery Enterprise – Logistics optimization for last-mile delivery
Client
Challenge
Solution
Output
App
Year
2022
Linguistic analysis on historical texts concerning cooperation between Western and Chinese cultures
ML
Natural Language Processing
Script and report
2022
Linguistic analysis on historical texts concerning cooperation between Western and Chinese cultures
Title
Linguistic analysis on historical texts concerning cooperation between Western and Chinese cultures
Client
Challenge
Solution
Output
Script and report
Year
2022
Development of an application for the automatic recognition of vertical signs to operate on the road sign register
ML, Computer Vision, UX/UI
Infrastructure
App
2022
Development of an application for the automatic recognition of vertical signs to operate on the road sign register
Title
Development of an application for the automatic recognition of vertical signs to operate on the road sign register
Client
Challenge
Solution
Output
App
Year
2022
Genetic and environmental factors involved in cancer risk and prognosis
Big Data
Genomic
Script and report
2022
Genetic and environmental factors involved in cancer risk and prognosis
Title
Genetic and environmental factors involved in cancer risk and prognosis
Client
Challenge
Solution
Output
Script and report
Year
2022
VIOLoC: remote connectivity On-Chip Laboratory (LoC) for wine and olive oil analysis
Analytics
Agriculture
App
2022
VIOLoC: remote connectivity On-Chip Laboratory (LoC) for wine and olive oil analysis
Title
VIOLoC: remote connectivity On-Chip Laboratory (LoC) for wine and olive oil analysis
Client
Challenge
Solution
Output
App
Year
2022
A-PROMISE: Automazione dei PROcessi ManufatturierI delle Sonde Ecografiche
ML, Predictive, Computer Vision, Big Data, UX/UI
Pharmaceutical
App
2022
A-PROMISE: Automazione dei PROcessi ManufatturierI delle Sonde Ecografiche
Title
A-PROMISE: Automazione dei PROcessi ManufatturierI delle Sonde Ecografiche
Client
Challenge
Solution
Output
App
Year
2022
Pump life - AI4EU open call
ML, Big Data
Pump
App
2021
Pump life - AI4EU open call
Title
Pump life - AI4EU open call
Client
Challenge
Solution
Output
App
Year
2021
Writing and optimization of large scale data sources
Big Data
Optics
Back end scripts
2021
Writing and optimization of large scale data sources
Title
Writing and optimization of large scale data sources
Client
Challenge
Solution
Output
Back end scripts
Year
2021
Analysis of data migration from Microsoft Dynamics to Salesforce
Big Data
Tires Producer/Seller
Back end scripts
2021
Analysis of data migration from Microsoft Dynamics to Salesforce
Title
Analysis of data migration from Microsoft Dynamics to Salesforce
Client
Challenge
Solution
Output
Back end scripts
Year
2021
Optoplasmonic-microfluidic sensor (Lab-On-a-Chip) for detection of antibiotics, toxins and food quality parameters in milk
ML
Food
Scripts and report
2021
Optoplasmonic-microfluidic sensor (Lab-On-a-Chip) for detection of antibiotics, toxins and food quality parameters in milk
Title
Optoplasmonic-microfluidic sensor (Lab-On-a-Chip) for detection of antibiotics, toxins and food quality parameters in milk
Client
Challenge
Solution
Output
Scripts and report
Year
2021
Website development for the European Facade network
UX/UI
Real Estate
Website
2021
Website development for the European Facade network
Title
Website development for the European Facade network
Client
Challenge
Solution
Output
Website
Year
2021
Support decision system for the daily scheduling for foodstuff production
ML, Predictive
Food
App
2021
Support decision system for the daily scheduling for foodstuff production
Title
Support decision system for the daily scheduling for foodstuff production
Client
Challenge
Solution
Output
App
Year
2021
Advanced Analytics and Solutions for Logistic
ML, Analytics
Transport
App
2021
Advanced Analytics and Solutions for Logistic
Title
Advanced Analytics and Solutions for Logistic
Client
Challenge
Internal Logistics\nDefinition and scheduling of intra-company trips and routes \nMinimization of the number of movements between internal storage and production points\nEfficient management of vehicles/drivers\n\nDistribution Logistics\nTrip planning and
Solution
Development of a calculation model and a planning and monitoring dashboard that enables:\n\nDefine loading and unloading lists\nDefine (automatically and/or manually) trips and visualize routes \nCalculate delivery times and estimate arrival and/or return
Output
App
Year
2021
Frames producer OEE
Analytics
Construction
App
2021
Frames producer OEE
Title
Frames producer OEE
Client
Challenge
Solution
Output
App
Year
2021
Organization and visualization of weather data collected by the NOAA network
Big Data
Climate
Back end scripts
2021
Organization and visualization of weather data collected by the NOAA network
Title
Organization and visualization of weather data collected by the NOAA network
Client
Challenge
Solution
Output
Back end scripts
Year
2021
In-silico assessment of natural compound cosmetics ingredients
Predictive, QSAR, ML
Toxicology
App
2021
In-silico assessment of natural compound cosmetics ingredients
Title
In-silico assessment of natural compound cosmetics ingredients
Client
Challenge
Solution
Output
App
Year
2021
New tools for human toxicological in-silico testing
Predictive, QSAR, ML
Toxicology
App
2021
New tools for human toxicological in-silico testing
Title
New tools for human toxicological in-silico testing
Client
Challenge
Solution
Output
App
Year
2021
In-silico assessment for endocrine disruptors
Predictive, QSAR, ML
Toxicology
App
2021
In-silico assessment for endocrine disruptors
Title
In-silico assessment for endocrine disruptors
Client
Challenge
Solution
Output
App
Year
2021
Drying process comparison in paper production machines
Predictive
Paper & Nonwovens
Report study
2020
Drying process comparison in paper production machines
Title
Drying process comparison in paper production machines
Client
Challenge
Solution
Output
Report study
Year
2020
Automatic vehicle recognition system passing under a motorway gate
Computer Vision
Infrastructure
App
2020
Automatic vehicle recognition system passing under a motorway gate
Title
Automatic vehicle recognition system passing under a motorway gate
Client
Challenge
Solution
Output
App
Year
2020
Condition Monitoring fora grinding system
ML, Predictive
Concrete Production
Back end scripts
2020
Condition Monitoring fora grinding system
Title
Condition Monitoring fora grinding system
Client
Challenge
Solution
Output
Back end scripts
Year
2020
Optimization of a nesting algorithm
ML
Leather
Scripts and report
2020
Optimization of a nesting algorithm
Title
Optimization of a nesting algorithm
Client
Challenge
Solution
Output
Scripts and report
Year
2020
Development of a system for collecting, visualize and analyse data from school air quality measurements
Analytics, Pattern Mining
Public Buildings
App
2020
Development of a system for collecting, visualize and analyse data from school air quality measurements
Title
Development of a system for collecting, visualize and analyse data from school air quality measurements
Client
Challenge
Solution
Output
App
Year
2020
anaLytics and data Enrichment plAtform for Pharma and pHarmacy owner
ML
Wellness Check-Ups
App
2020
anaLytics and data Enrichment plAtform for Pharma and pHarmacy owner
Title
anaLytics and data Enrichment plAtform for Pharma and pHarmacy owner
Client
Challenge
Solution
Output
App
Year
2020
Analysis of symptom patterns in a sample of vitiligo patients
ML, Pattern Mining
Skin Diseases
Scripts and report
2020
Analysis of symptom patterns in a sample of vitiligo patients
Title
Analysis of symptom patterns in a sample of vitiligo patients
Client
Challenge
Solution
Output
Scripts and report
Year
2020
Study of the relationship between resistivity and composition of polymeric compounds
ML, Pattern Mining
Polymer
Scripts and report
2020
Study of the relationship between resistivity and composition of polymeric compounds
Title
Study of the relationship between resistivity and composition of polymeric compounds
Client
Challenge
Solution
Output
Scripts and report
Year
2020
NANOMATUBAM – Nano-materials and composites for the extrusion of multilayer tubes
ML, Pattern Mining
Polymer and Cable Production
App
2020
NANOMATUBAM – Nano-materials and composites for the extrusion of multilayer tubes
Title
NANOMATUBAM – Nano-materials and composites for the extrusion of multilayer tubes
Client
Challenge
Solution
Output
App
Year
2020
Indoor air quality monitoring and forecasting in a chemistry lab
ML, Analytics, UX/UI
Oil & Gas
App
2020
Indoor air quality monitoring and forecasting in a chemistry lab
Title
Indoor air quality monitoring and forecasting in a chemistry lab
Client
Challenge
Solution
Output
App
Year
2020
Testbench data analysis of a oil pump
Predictive
Oil & Gas
Scripts and report
2020
Testbench data analysis of a oil pump
Title
Testbench data analysis of a oil pump
Client
Challenge
Solution
Output
Scripts and report
Year
2020
Smart Data Dashboard (manifacture process)
Analytics
Construction
App
2020
Smart Data Dashboard (manifacture process)
Title
Smart Data Dashboard (manifacture process)
Client
Challenge
Solution
Output
App
Year
2020
Oil Solution - Digitization and support for transportation companies in the oil and gas sector
ML, Analytics
Oil & Gas
Back end scripts
2020
Oil Solution - Digitization and support for transportation companies in the oil and gas sector
Title
Oil Solution - Digitization and support for transportation companies in the oil and gas sector
Client
Challenge
The aim of the work is:\n- computerize and digitize some of the key activities of the production process ensuring a higher level of work and cost optimization\n- support commercial activities, through an \evolved\ use of industry and customer-specific dat
Solution
Development of algorithms to perform:\nIterative machine learning using GPS recordings\nOperations research on path optimization\nReal-time updates based on traffic and weather
Output
Back end scripts
Year
2020
Experimental optimization of pump utilization parameters
Predictive
Oil & Gas
Scripts and report
2020
Experimental optimization of pump utilization parameters
Title
Experimental optimization of pump utilization parameters
Client
Challenge
Solution
Output
Scripts and report
Year
2020
Replacement of a real pH meter with a virtual sensor
ML, Predictive
Chemistry
Scripts and report
2020
Replacement of a real pH meter with a virtual sensor
Title
Replacement of a real pH meter with a virtual sensor
Client
Challenge
Solution
Output
Scripts and report
Year
2020
Sentiment analysis for geomarketing
NLP, Analytics
Geomarketing
App
2020
Sentiment analysis for geomarketing
Title
Sentiment analysis for geomarketing
Client
Challenge
Solution
Output
App
Year
2020
Rewinder vibration optimization study
Predictive, Big Data
Paper & Nonwovens
Report study
2019
Rewinder vibration optimization study
Title
Rewinder vibration optimization study
Client
Challenge
Solution
Output
Report study
Year
2019
Quality of Life Index
Predictive, Pattern Mining
Wearable Sensors
Scripts and report
2019
Quality of Life Index
Title
Quality of Life Index
Client
Challenge
Solution
Output
Scripts and report
Year
2019
Housing zones clustering and visualizarion in the Milan metropolitan area
Analytics, Big Data, UX/UI
Real Estate
Interactive Data Visualization
2019
Housing zones clustering and visualizarion in the Milan metropolitan area
Title
Housing zones clustering and visualizarion in the Milan metropolitan area
Client
Challenge
Solution
Output
Interactive Data Visualization
Year
2019
Development of an application for visualization and data analysis of inertial sensors applied to road bridges
ML, Analytics, Pattern Mining
Infrastructure
App
2019
Development of an application for visualization and data analysis of inertial sensors applied to road bridges
Title
Development of an application for visualization and data analysis of inertial sensors applied to road bridges
Client
Challenge
Solution
Output
App
Year
2019
System for indoor air quality monitoring using smart devices
ML, Analytics, UX/UI
Air Quality
App
2019
System for indoor air quality monitoring using smart devices
Title
System for indoor air quality monitoring using smart devices
Client
Challenge
Solution
Output
App
Year
2019
Performance analysis of production lines in the Tissue industry based on process learning from data
Analytics
Paper
Report study
2019
Performance analysis of production lines in the Tissue industry based on process learning from data
Title
Performance analysis of production lines in the Tissue industry based on process learning from data
Client
Challenge
Solution
Output
Report study
Year
2019
Primis - PRedIctive MaIntenance in hoStile environment
ML, Predictive, UX/UI
Nuclear & Particle Physics
App
2019
Primis - PRedIctive MaIntenance in hoStile environment
Title
Primis - PRedIctive MaIntenance in hoStile environment
Client
Challenge
Development of new cyberphysical environment for advanced electronics products with a platform that can communicate in a personalized way with customers and provide services such as predictive maintenance (intelligent advance maintenance), tailored market
Solution
Two pilot projects have been done, developed in collaboration with CAEN, the National Institute of Nuclear Physics (INFN) and the University of Pisa: a \power supplies\ and \digitizers\ for nuclear and subnuclear physics experiments at Cern in Geneva and
Output
App
Year
2019
Integration of a trips database (ships) with navigation data
Analytics, Big Data
Transport
Scripts and visualization
2019
Integration of a trips database (ships) with navigation data
Title
Integration of a trips database (ships) with navigation data
Client
Challenge
Solution
Output
Scripts and visualization
Year
2019
Hazard assessment of environmental compounds
Predictive, QSAR, ML
Toxicology
App
2019
Hazard assessment of environmental compounds
Title
Hazard assessment of environmental compounds
Client
Challenge
Solution
Output
App
Year
2019
In-silico assessment of biocidal compounds
Predictive, QSAR, ML
Toxicology
App
2019
In-silico assessment of biocidal compounds
Title
In-silico assessment of biocidal compounds
Client
Challenge
Solution
Output
App
Year
2019
Nonwovens surface defects recognition
ML, Computer Vision
Paper & Nonwovens
App
2018
Nonwovens surface defects recognition
Title
Nonwovens surface defects recognition
Client
Challenge
Solution
Output
App
Year
2018
Capacity - Research project
ML, Predictive
Polymer and Cable Production
Back end scripts
2018
Capacity - Research project
Title
Capacity - Research project
Client
Challenge
Solution
Output
Back end scripts
Year
2018
GLIOMICS - Proteomics-genomics-metabolomics for biomarker detection in peripheral body fluids
ML, Predictive
Biosensing
App
2018
GLIOMICS - Proteomics-genomics-metabolomics for biomarker detection in peripheral body fluids
Title
GLIOMICS - Proteomics-genomics-metabolomics for biomarker detection in peripheral body fluids
Client
Challenge
Solution
Output
App
Year
2018
Ingene - Integrated, multiparametric system for early genetic diagnosis of neuromuscular diseases
ML, Analytics, Pattern Mining
Wearable Sensors/Genomics
Scripts and report/App
2018
Ingene - Integrated, multiparametric system for early genetic diagnosis of neuromuscular diseases
Title
Ingene - Integrated, multiparametric system for early genetic diagnosis of neuromuscular diseases
Client
Challenge
Solution
Output
Scripts and report/App
Year
2018
Geocomputational & analysis from Twitter data
Analytics
Geomarketing
Scripts and report
2018
Geocomputational & analysis from Twitter data
Title
Geocomputational & analysis from Twitter data
Client
Challenge
Solution
Output
Scripts and report
Year
2018
Outdoor electronic nose data visualization
Analytics, UX/UI
Environment
App
2018
Outdoor electronic nose data visualization
Title
Outdoor electronic nose data visualization
Client
Challenge
Solution
Output
App
Year
2018
SMASH - Smart Machine for Agricultural Solutions Hightech
ML, Computer Vision, Analytics
Scripts and report
2018
SMASH - Smart Machine for Agricultural Solutions Hightech
Title
SMASH - Smart Machine for Agricultural Solutions Hightech
Client
Challenge
Solution
Output
Scripts and report
Year
2018
Development of QSAR models for their use under the REACH regulation
Predictive, QSAR, ML
Toxicology
App
2018
Development of QSAR models for their use under the REACH regulation
Title
Development of QSAR models for their use under the REACH regulation
Client
Challenge
Solution
Output
App
Year
2018
System for the prioritization of environmental hazardous compounds
Predictive, QSAR, ML
Toxicology
App
2018
System for the prioritization of environmental hazardous compounds
Title
System for the prioritization of environmental hazardous compounds
Client
Challenge
Solution
Output
App
Year
2018
New prototypes of Data Visualization
Analytics
Journalism
App
2017
New prototypes of Data Visualization
Title
New prototypes of Data Visualization
Client
Challenge
Solution
Output
App
Year
2017
Development of application for eco-toxicological assessment
Predictive, QSAR, ML
Toxicology
App
2017
Development of application for eco-toxicological assessment
Title
Development of application for eco-toxicological assessment
Client
Challenge
Solution
Output
App
Year
2017
