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Data Science MLOps

Excellence in MLOps: global innovation in model management by Amadea
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Data Science MLOps
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This project aims to optimize the processes involved in deploying, monitoring and maintaining machine learning models.

Use case -AdvanThink

Guaranteed model reproducibility and continuous monitoring for early detection of performance degradation

A leading global telecommunications and technology group has launched a strategic project focused on MLOps. Recognized for its leadership in innovation and commitment to cutting-edge technological solutions, the company is looking to modernize its data management practices by implementing advanced MLOps solutions. This project aims to optimize processes related to the deployment, monitoring and maintenance of machine learning models. Selection criteria include automated deployment pipelines, guaranteed model reproducibility, and continuous monitoring for early detection of performance degradation. This approach reflects the company's strategic vision of staying at the forefront of technological advances, anticipating future developments, and maintaining operational excellence in the field of artificial intelligence. By adopting state-of-the-art MLOps practices, the company seeks to maximize the efficiency of its models, ensure robust governance, and remain competitive in a constantly changing technology sector.
Download the full use case

Automated deployment

Amadea offers automated deployment pipelines, accelerating the deployment of machine learning models.

Model reproducibility

The platform guarantees model reproducibility, ensuring consistent results and facilitating collaboration between teams.

Continuous performance monitoring.

Amadea offers continuous monitoring of model performance, enabling proactive detection of any degradation and ensuring proactive maintenance.

Strategic vision and anticipation of change

The company reinforces its strategic vision by adopting advanced MLOps practices, anticipating future developments in the technology sector.

Maximizing model efficiency

By using Amadea, the company maximizes the efficiency of its machine learning models, improving the quality of results.

Robust governance in AI

The platform ensures robust governance in the field of artificial intelligence, meeting compliance and transparency requirements.

Discover the Amadea solution

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We have mastered the technologies needed to design customized solutions for every application.
  • check Real-time dynamic data management
  • check Rigorous RGPD compliance
  • check Seamless integration of multiple data sources
  • check Advanced data security Intelligent automation of repetitive tasks
  • check Application of Machine Learning
  • check Interoperability
  • check Create customized dashboards
  • check Collaborative project management
  • check Optimized scalability and performance Features a context-sensitive menu
Evolve easily to handle
growing volumes of data
with an elasticity managing 50% annual growth.

What are the 5 compelling reasons to choose AdvanThink?

 Our FraudManager and Amadea solutions are 10 years ahead of their time.

01.

Data/ml - ops by design

From data mining to smooth deployment, everything is designed for a seamless transition.

02.

Datamorphing© exclusive

A unique interactive simulation for continuous testing and learning on all data sets.

03.

Ecological infrastructure

Advanthink requires the lightest server resources on the market, a "green" solution with no need for an additional database.

04.

High-performance computing engine

AdvanThink's engine is the fastest on the market. It can analyze billions of lines of data in real time: 10 million lines per second per core for conventional operations.

05.

Improved overall performance

A platform managed by IT and used by the Business, contributing to the growth and overall success of your company.

Choose Advanthink to revolutionize your approach to data and Artificial Intelligence. Our unique strengths guarantee an unparalleled experience and outstanding results.

Request a demo

Transform your business: exceptional speed, relevance and productivity, for optimum return on investment!

Speed and relevance

Our modular offering enables business applications to be developed in record time, fostering collaboration between business and data scientists while hiding technical complexity.

Increased productivity

Amadea and FraudManager's powerful real-time analysis engine enables rapid deployment of applications that respond immediately to business needs.

Significantly reduced ROI

Projects using our software require fewer resources, with a ratio of 1 to 10 compared with other solutions, guaranteeing a significantly shorter return on investment.

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Our customer references

Our customers, our partners: the foundation of our success and the key to our continued growth. Let's build a prosperous future together.

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NEW: THE PANORAMA OF PAYMENT FRAUD BY ADVANTHINK

Each year, our AdvanThinkers present a series of questions related to anti-fraud expertise. Discover the latest trends and solutions for securing your customers' transactions with complete confidence!

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AdvanThink celebrates its 35th anniversary!

Born at the Ferme de Moulon, in the heart of the Paris-Saclay plateau, AdvanThink has contributed to industrial projects, advances in medical research and the improvement of artificial intelligence technologies.

 

The AdvanThinkers community invites you to a memorable evening of conviviality and innovation on Thursday, March 20.

 

The event will be held at the Orangerie d'Auteuil, at Roland Garros Stadium, from 7pm to 1am.

Read the article