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    Turbocharge Hyper-Personalization and Omnichannel Experiences

    EMLOps Finance
    Read the Whitepaper

    Personalize customer interactions and offers

    Customers expect a personalized experience across all channels - digital and human.  The key to getting it right is data science.  In order to optimize the experience at every moment, you have to deploy models at scale and continually monitor their performance.  Only then can you maximize the impact on the bottom line. 

    Domino’s Enterprise MLOps platform makes it easy for the world’s largest financial services institutions to personalize customer interactions and offers to build better relationships and drive profitability through:

    • Personalized products
    • Enhanced customer experience
    • Product innovation and ideation
    • Cross-channel sales and marketing efforts

    Why Domino for hyper-personalization and omnichannel experiences

    The Domino Enterprise MLOps platform streamlines the building, deploying, and monitoring of high-impact models at scale across every aspect of the business.

    Streamlined access to data
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    High-impact models and analysis
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    Reproducible analysis and models
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    Increased model velocity
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    data source1

    Easy access to data, without compromising security and governance

    With Domino, you and your team can easily work with and share data while complying with IT protocols, data security, and governance policies.

    Benefits:

    • Centrally establish connections to data wherever it lives.
    • Share data across teams without making copies.
    • Provide data context and metadata in a unified manner within and across departments or LOBs.
    • Maintain strict governance and control over sensitive data.
    • Effectively manage data with integrated version control.
    • Integrate with established company SSO and LDAP solutions.
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    Innovate and expand models across every line of business to improve competitiveness

    Domino helps you increase the volume and effectiveness of the models and analysis supporting every line of business, creating hyper-personalization and better omnichannel experiences.

    Benefit

    • Data scientists and analysts easily collaborate to develop a high volume of high-quality models.
    • Innovate with the latest open-source algorithms for deep learning and other advanced AI and machine learning techniques. 
    • Attract and retain talent, and upskill teams more effectively with an environment as familiar as their local laptop.
    • One-click access to powerful machines with the most popular distributed frameworks, including Spark, Ray, and Dask, and GPUs, accelerates training workloads.
    reproducibility2

    Easily reproduce and validate work, improving productivity

    Domino lets data scientists and model validators instantly recreate the environment used to build a model or analysis.

    Benefits:

    • Easily validate model results prior to deployment.
    • Reproduce any model with just a few clicks, regardless of the language used to create it.
    • Improve data scientist and analyst productivity by automating the capture of all model assets.
    Model Monitoring - Data Drift

    Streamline and standardize data science processes

    With Domino, data scientists can develop, deploy, monitor, and manage models – all from a single platform. Models get into production faster with consistent deployment patterns and practices to rapidly respond to business needs and increase impact.  

    Benefits: 

    • Get models into production faster with consistent model deployment best practices and processes.
    • Monitor models for data drift, quality, and other critical health statistics.
    • Iterate quickly and often to maintain high-performing production models to mitigate risks and losses.
    • Integrate with Git and Jira to include data science into broader enterprise project processes.

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    Case Study

    Creating Empathy with Millions of Customers Around the World

    Streamlined workflows that cut model development times from days to hours and improved collaboration among its data scientists help this Fortune 500 financial services leader enhance call center training to improve customer communications.

     Read the case study

    Recommended resources

    Analyst Report
    542% ROI with Domino

    "Without Domino, getting a model into production was quite an involved process; let’s say that took us maybe four weeks after talking to everyone. Now it’s down to maybe a one-week process."

    Principal Consultant, Large Financial Service Organization

    Read the Forrester TEI Report
    Video
    Competing with Better, Faster Credit Analysis at a Top 4 Credit Rating Agency

    Domino helps DBRS accelerate the time to market for its models at scale to improve its competitive advantage.  They are making analysts and data scientists highly productive, bringing new data sources and credit methodologies to market.  

    Watch the video
    Podcast
    Change Management: Winning Over AI Skeptics in Banking & Beyond

    In this episode, Chun Schiros, SVP, Head of Enterprise Data Science Group at Regions Bank, reveals how her team is leveraging AI solutions to optimize the banking experience. And with insight applicable to data science leaders in any industry, she shares her change management tips for driving adoption of machine learning among data skeptics.

    Listen to the podcast

    See why leading rating agencies and banks run on Domino

    Watch Demo Talk to an Expert