Prediction of financial drifts
Prediction of financial drifts of business unites part of global energy leader
Business expertise
Corporate Finance
Are you a financial director who handles a lot of data on a daily basis? Would you like a more granular understanding of your financial results? Do you want to automate a number of low-added-value and time-consuming tasks for your teams?
Did you know that using advanced techniques in artificial intelligence algorithms (prediction, image recognition, understanding of human language) can have an impact on both quality and quantity? Quality, for example, by the ability of your teams to carry out more in-depth analyses by becoming data augmented. Quantity, for example, by improving your sales forecasts, allowing for a more precise control of your WCR.
Our consultants, Data Scientists with expertise in consulting for Finance Departments, are able to understand your issues, translate them into models and optimise them while guaranteeing acceptance by your teams, which is key to the project’s success.
We use state-of-the-art algorithms on time series, image recognition, neural networks, our proprietary models adapted to your context and your business, and the creativity that comes from our best talent to solve the most complex and innovative cases for Finance Departments in relatively short timescales.
Risk/ALM
You are the Risks and/or ALM Director of a large bank who handles a large amount of data on a daily basis? Are you constantly facing increasing regulatory pressures that require you to have stress test tools to better manage your balance sheet risks? Do you want to optimise your risk management by using the most advanced algorithms in artificial intelligence while avoiding their black box aspects?
Did you know that recent data science research has led to important leaps in the understanding of artificial intelligence algorithms and the impact each variable has on the model?
Our Data Scientist consultants have carried out several years of R&D to propose tools for a better understanding of how artificial intelligence algorithms function to be able to stress test them and identify any possible construction biases.
We use state-of-the-art theories on the explicability of artificial intelligence models that allow us to propose solutions that suit your context and your business. Furthermore, thanks to our teams’ creativity, we have been able to develop visualisation tools that allow you to better communicate within your management team on the issues of explicability. Contact us for a demonstration!
Predictive Maintenance
Do you have equipment that requires substantial maintenance with high stakes?
Next-generation data analysis, based on your existing data or newly collected data from connected objects, can revolutionise your approach and guarantee significant ROI, whether by reducing costs, extending asset life or improving utilisation and availability.
Even in traditionally optimised sectors, such as heavy industry, rail and infrastructure, we have seen hidden issues that can revolutionise certain parts of the industry.
Our consultants, Data Scientists with strong business sense, are able to understand your issues, translate them into models and optimise them while guaranteeing acceptance by your teams, which is key to the project’s success.
We use state-of-the-art algorithms on time series, anomaly detection, and neural networks crossed with our proprietary models adapted to your context and your business, and the creativity that comes from our best talent to solve the most complex and innovative cases for predictive maintenance in relatively short timescales.
Marketing and Customer Engagement
Are you a marketing director who wants to better understand who your customers are, their expectations, and who your customers may be tomorrow? Do you want to increase the conversion rate of your customer journeys and marketing campaigns by personalising them? Do you want to define clear indicators that measure your customers’ engagement and your ability to interact with them effectively?
Making the most of all the customer data available to your company is essential in order to maximise the business impact of your marketing strategy: customer database, social networks, Google Analytics, in-store behaviour, satisfaction surveys, etc. This valorisation, coupled with good data management and calm management of GDPR issues, must be translated into concrete marketing actions.
Our consultants are Data Scientists with expertise in consulting for marketing managers who can put data to work for your marketing strategy: cohort analysis, study of follower interests, customer contactability and scoring, etc. Based on this analytical capacity, we support you in the development of your marketing strategy, its implementation via a portfolio of use cases and its acceptance by your teams.
We use a comprehensive approach that combines classical analysis, cutting-edge data science, work on fundamental technological building blocks (data quality, data lakes, etc.) and strategic reasoning to solve the most complex and innovative cases for Marketing Departments in relatively short timeframes.
Pricing policy
Are you a sales manager who would like to adopt a pricing policy that is as dynamic as possible and differentiated by customer? Do you want to include a large number of parameters such as local competitors’ prices, external factors, and market traction when you calculate the best price?
Did you know that using advanced techniques in artificial intelligence algorithms (Prediction, Machine Learning, Deep Learning) allows you to offer dynamic self-learning models that perform even better over time?
Our consultants, Data Scientists with expertise in consulting for company departments, are able to understand your issues, translate them into models and optimise them, while guaranteeing acceptance by your teams, which is key to the project’s success.
We use state-of-the-art algorithms on time series, image recognition, and neural networks crossed with our proprietary models adapted to your context and your business, and the creativity that comes from our best talent to solve the most complex and innovative cases for price policies in relatively short timescales.
Plan generation and optimisation
Do your design offices produce complex equipment plans: infrastructure, real estate, networks, urban development, furniture layout, etc.?
Did you know that new algorithms, based for example on generative design (Generative Design, GAN, etc.), computer vision (Deep Learning) and artificial intelligence more generally, can help you capitalise on the know-how of your engineers, designers and architects while achieving a higher level of optimisation and significantly speeding up your projects (dividing the time spent by 10 or 100)? All this while keeping all the knowledge in your company?
These efficiency gains will help you win new tenders, stand out from your competitors and open up new perspectives for your employees who will be able to concentrate on tasks with high added value.
Our consultants, Data Scientists with strong business sense, are able to understand your issues, translate them into models and optimise them while guaranteeing acceptance by your teams, which is key to the project’s success.
We use state-of-the-art algorithms, from optimisation by expert systems to generative design (Generative Design, GAN, etc.), computer vision (Deep Learning), adapted to your context and your business, and the creativity of our best talent to solve the most complex and innovative design cases, and integrate them into your existing systems (AutoCAD for example).
Process automation (Computer Vision)
Do you have processes involving a visual step? Whether it’s reading documents, interpreting photos or video (quality control, event detection, process control), readings (magnetic, etc.), AI can help you!
Did you know that new algorithms, based, for example, on computer vision (Deep Learning), and artificial intelligence in a more general way, can speed up and automate many processes while making them more reliable?
These efficiency gains will enable you to win new tenders, stand out from your competitors and open up new perspectives for your employees, who will be able to concentrate on tasks with high added value.
Our consultants, Data Scientists with strong business sense, are able to understand your issues, translate them into models and optimise them while guaranteeing acceptance by your teams, which is key to the project’s success.
We use state-of-the-art algorithms based on computer vision (Deep Learning), adapted to your context and your business, and the creativity of our best talent to solve the most complex and innovative cases of process optimisation and automation.
Optimisation of operations (planning/forecasting)
Do your operations present significant variations? Do you want to better understand what drives them and optimise your resources?
Did you know that new algorithms, based, for example, on time series, neural networks, gradient boosting models or random forests, and artificial intelligence more generally, can help you understand and better predict sales volumes, production, customer satisfaction, productivity, travel time, etc.?
This knowledge will help you optimise your costs, improve customer satisfaction and stand out from your competitors while opening up new perspectives for your employees who will be able to concentrate on tasks with high added value.
Our consultants, Data Scientists with strong business sense, are able to understand your issues, translate them into models and optimise them while guaranteeing acceptance by your teams, which is key to the project’s success.
We use state-of-the-art algorithms based on time series, neural networks, gradient boosting models or random forests, adapted to your context and your business, and the creativity of our best talent to solve the most complex and innovative cases of understanding, forecasting and optimising operations.
Business cases
A.I. models explainability
Support of a major French services operator in his reflexions on A.I. audit and models' explainability
Diesel fuel pricing
Development of a price prediction algorithm for a major bulk diesel fuel seller
Computer Vision
Reduction of costs associated with construction site preparation for a historical monuments renovation player
Data-augmented building site monitoring
Building site monitoring improvement for a global constrction leader
Workforce allocation
Workforce allocation optimisation for a major airlines catering and cleaning service provider
Data-augmented coaching
Design and development of a disruptive A.I. program for online public speaking coaching
Differentiation through service
Identification and prioritization of digital growth opportunities mainly stemming from the analysis of a disruptive competitor for a leading environmental services player
Data use cases prioritization
Prioritization and acceleration of high added value data use cases for a leading energy supplier in France
Digital services in the aeronautics
Definition of digital products and services for the airfcraft cabin for a leading aeronautic player