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A collective of

Group Experience

a global range of specialist expertise

Group Numbers

550

active clients

1,500

people

countries

30

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Then, ask us. 

Ask yourself:
"I wonder, what's possible with AI?"

Case Studies from the Collective

Machine learning will leave no stone unturned in its relentless progression of every industry. 

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Below you'll find an expose of some of the great work delivered by Machine Commons' Suppliers. 

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All of these projects can be replicated, so consider them thought starters for your own business!

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Business Intelligence Anchor
Warehousing and port utilisation optimisation

Confidential

Predicting out-of-stock events

Confidential (multi-vertical in Colombia)

Inventory and demand prediction for SKU management

Confidential (large US retailer)

Store planogram compliance automated with computer vision

Spencers LLC

Real time part defect detection

Confidential [automotive parts]

Intelligent lost luggage tracking system

SITA

Computer vision to identify brands responsible for waste

Confidential (recycling body)

Time-series analysis to reveal fraudulent sales (anomaly detection)

Confidential

Improving fraud and anomaly detection

EDP

CRM cleaning, normalization and enrichment

SIMON holding (switches, light, sockets)

Automate many parts of your hiring processes

Confidential

Optimise welfare management with an AI planning tool

International Social Service

Software that helped in knowledge curation

Keynumbers

Intelligent document scanning application to reduce manual input

WFS

Planogram compliance

Confidential

Employee messaging platform

HubEngage

Demand forecasting for parcel delivery

InPost

Automating product assortment comparison against competitors

Confidential (major US supermarket)

Predicting probabilities of success in project management

Keyedin

Fuel consumption optimisation in logistics

Confidential [bottling manufacturer]

Bio-process automated analysis

Confidential [Swedish biotech]

Building a predictive digital twin of an airport

SITA

Seasonal forecasting for fertilizer demand

A global fertilizer manufacturer

Predicting customer basket weights

Tesco

Actuarial risk prediction

Confidential

Create more reliable training data

Confidential

Build a digital assistant and connect with customers with conversational AI

Intuition Robotics

Improving HR decision making with automated, smart people analytics

6Nomads

Self-service employee feedback portal

Confidential

Automate client agreement procedures to reduce legal expense

Temple Lawyers

Analytics engine (IoT Analytics)

Phynart

Graph based information analysis

Graphileon

e-commerce anchor
Understanding impact of Catalogue Mailings on sales

Toolstation

Fast food order preparation tracking, an investigation

Confidential (top food delivery in the US)

Identify food dishes from social media to assign to menu items

Best Place

In-house intelligent audience analytics platform

Group M, USA; TVS Motors, India

Evolutionary algorithms to power a dynamic web environment to improve conversion rates

AO.com

Automated speech recognition based solution

eTutorWorld

Customer segmentation and entire user-history to predict purchase outcome

ImmobilienScout24

Minimise perishable good returns with accurate sales predictions

Confidential

Multi-touch attribution analysis to increase marketing effectiveness

Loveholidays.com

Cloud based content management and media library

Timelooper

Segment online customers

AAA Auto

Accurate product recommendations to increase revenue and reduce churn

Confidential

Boost engagement with personalized recommendations

RTL Interactive

Recommender system

Confidential

Media optimisation response to covid in fashion retail

Ted Baker

Portfolio optimisation for a beer wholesaler's retail clients

Confidential (world's major beer company)

Detecting product ingredients from images

Confidential (Polish retail giant)

In-house intelligent audience analytics platform

Confidential

An intelligent chatbot for ensuring responsible gaming practice

Confidential

Multi touch attribution model for cross device marketing

ao.com

Customer experience monitoring system

Confidential

Find the best placement for a storefront with city wide passer-by analysis

Confidential

Prediction model to recommend correct growth strategy to 95% accuracy.

Ladder.io

Predict design attractiveness to increase the speed and quality of designers

Confidential

Optimise pricing per-user to maximise sale value without loss of customers

Lekarna

Multi-device media attribution

AO.com

Player segmentation for online gaming

Confidential

Primary Industries, Infrastructure & Manufacturing

Primary Industry anchor
Waste and energy reduction in herb and lettuce production

Svegro

Automated VIN recognition with computer vision

Grape Up

Measuring the height of a pile of corrugated iron

Discover India

Steel sheet defect detection

Confidential [Indian steel manufacturer]

Electricity consumption anomaly detection

Confidential

Product quality assessment through computer vision

Confidential

Predictive scheduling software for vehicle unloading times

Tesco

Optimization of kickscooter locations in a city to maximize trips.

www.reby.co

Climate prediction models

Argotics

Forecast product demand (in this case, for fertiliser)

Confidential

Visual traffic analysis system

Confidential

Predict the impact of self-driving vehicles with a simulated traffic analysis

UK Govt "Flourish" Initiative

Smart reconcilliation tool

Internal SaaS product

Demand forecasting and price optimisation

Inpost

Automated crop monitoring and defects detection

KWS

Digital twin for prescriptive quality

Confidential

Machine and process monitoring

Discover India

Manufacturing logistics optimisation

RUSAL

Intelligent production quality and process capability analysis

Woodward

Using sensor data for status and maintenance prediction.

Confidential

Information extraction and RPA

Confidential

Identify class of reflective sheets (IoT Edge Analytics)

Confidential

Predict the yields of wheat crops

Govt. India, Agriculture

Convert unusable private data into usable hashed training data

Telefónica

Robotics research project for quadruped robotic movement "dog bot"

Robotics Research Project

Machine monitoring (IoT Analytics)

Decintell

Healthcare Anchor

Healthcare & Pharmaceutical

Multi-specialty digital medical assistant (covid response)

Confidential

Clustering and topic detection on factory error reports

Boehringer Ingelheim

Prostate cancer diagnostics

London Clinic

A recommendation tool for consumers to improve eating habits

Confidential (scale up)

ARA - automated review assitant

Confidential

Dynamic pricing for pharmaceutical products

Lekarna

Predicting Employee Attrition

UK National Health Service

Domestic abuse and online harassment analysis during Covid-19

Red Dot Foundation

Predict the efficacy of a researching fund, through the analysis of vaccine impact

Metal-Aliance

Track food consumption and profile users for weight loss advise

Customer Success Consulting LLC, US

Medical facility management

Confidential (Government)

Remote health monitoring system for COPD patients.

Confidential (healthcare equipment)

Pre-diagnostic retinal scan for disease recognition

Confidential

Key Opinion Leader (KOL) mapping

AstraZeneca

Detect fraudulent resale of pharmaceutical drugs

Confidential

Predicting clinical trial complexity

Boehringer Ingelheim

Clinical trial optimisation

Origin

Medical facility management

Confidential

Skills analytics

Confidential

Automate patient waiting lists

Confidential

Automate medical device reviews to increase regulatory speed

Confidential (regulatory organisation)

Automated analysis of large proteomic and genomic datasets

Centogene

Liver disease diagnostics

Manchester University

Financial Services

finacial services anchor
A 'CFO 4.0 Solution' financial planning platform

Confidential

AI development cycle platform

Scotiabank

A platform to standardise data science processes