Dreamquark • Sharpen decisions in Financial Services with explainable Deep Learning

Financial Services can use, trust and control DreamQuark’s AI to solve their day-to-day challenges regarding marketing, risk and compliance.

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DreamQuark’s core beliefs around Artificial Intelligence

Transparency of decisions

AI should be explainable, in order to be adopted by users and to comply with regulations.

Ability to do more business

Scores should be turned into concrete business decisions and measurable ROI.

Ease of use

Business experts and executives should be autonomous in generating and maintaining their AI applications.

Ease of deployment

AI applications should be easily industrialized regardless of the IT infrastructure size and without business disruption.

Brain, the deep learning platform, turns the promises of AI into reality

Explainable, because trust matters

Individual explanation for every decision
Compliant with regulation & audit

Made for business, ROI in few clicks

Measurable business ROI
Tailor-made models based on business data

Simple, yet amazing

Automated data pre-processing & model training
Ergonomic & straightforward interface

Easy to deploy

Cloud or on premise
Batch mode or API

Discover Brain

software suite

Input your business data

Structured data, time series, transactions, market data…

Learn patterns with Brain, your deep learning platform

Supervised learning, unsupervised learning and generalised learning

Create a scoring instance with a Brain API

Data pre-processing and predictive models are embedded in an API for real time scoring

Model maintenance

Define a training strategy to keep your model up to date.

Use the scores in your business applications i

Seamless integration within any existing business application.

Sharpen decisions in Financial Services with explainable Deep Learning

Banks

Insurance

Generate ROI anywhere in your organisation

Sales & Marketing

Upsell / cross-sell
Product recommendation
Satisfaction & anti-churn
Customer segmentation

Risk

Credit scoring
Risk model
Fragile clients detection
Recovery prevention

Fraud & Compliance

Fraud detection
Compliance supervision
AML

They trust Dreamquark
to reinvent the rules of Financial Services

DreamQuark counts among its clients major banks and insurance companies such as BNP Paribas, AG2R la Mondiale, GAN Prévoyance and Groupement des Cartes Bancaires CB.

use case 1

A tier-1 bank built an application that instantly identifies credit fraudsters.

Results

At a 1% rejection rate, >40% of credit fraudsters were detected by Brain
Easy access to a cloud interface

Confidence benefits

Reduction of the cost of fraud
Fairer/quicker credit acceptance/rejection process

use case 2

GAN Prévoyance built a multi-equipment prediction cloud application.

Results

Reclassification of +40% -100% customers in their top segment
Run targeted marketing campaigns
Customer-centric view lets sales representatitves provide faster responses
Easy access to a cloud interface

Confidence benefits

Innovative image and improved client relationship
Personalised offer from GAN Prevoyance

use case 3

A tier-1 Bank reduced AML false alerts & backlog.

Results

>60% backlog reduction by creating a robust model providing shorter and more focused investigation
Seamless API integration for fast, disruption-free rollout

Confidence benefits

Improved AML process and reduced risk
Shorter reaction time on most suspicious transactions

About Pierre

Pierre joined DreamQuark as a lead developer in 2017. He has been promoted CTO and is now in charge of building the robust foundations of our AI solution. Pierre is also passionate by sport and practices running, swimming and biking.

About Nicolas

Nicolas is the founder of DreamQuark. He came up with the idea during this PhD in particle physics, and decided to develop a solution that would benefit from the performance of deep learning, accessible to all. He is passionate about his team and vision.

About Jérémie

Jérémie holds an engineering degree from Mines ParisTech and a PhD in computational plasma physics. When not busy building the perfect product for our customers’ need, he can usually be found drinking beer at a concert.

About Georges

Georges brings his 20+ years expertise of leading finance and development in global, complex, intercultural and fast changing envrionments to support DreamQuark’s growth strategy, including people management. In addition to skiing with the family, he especially enjoyed when living in Switzerland, Georges has a strong interest in geopolitics.

About Camille

Camille is a graduate from EMLYON and LSE. She takes care of our customers and brings their voice to all our projects. Shops at Naturalia sometimes, mostly to pretend.

About François

François came to DreamQuark with about 10 years of AI software solution sales and marketing experience within Nokia. He is graduated from INSEAD and Ecole Centrale de Nantes. Any of his spare time is usually spent between community associations, refurbishing a farm, kids, tennis courts and fly fishing.

Join our team committed to excellence

Take part in our journey to build the AI of tomorrow! Whether you are a software engineer, data scientist, sales, marketing, project manager, business expert, or financial professional, DreamQuark is always looking for bright and highly-motivated individuals with a passion for complex challenges. Send us your details!

Join the team