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How Intuit Uses Amazon SageMaker to Manage Machine Learning at Scale, AWS San Francisco Summit 2018

Intuit is all-in on AWS and uses Amazon SageMaker to train its machine-learning models quickly and at scale, cutting deployment times by 90 percent. Intuit devlops accounting, financial, and tax-preparation software such as TurboTax, Mint, and Quickbooks. Nhung Ho, Head of Data Science at Intuit Quickbooks, spoke onstage at the 2018 AWS San Francisco Summit.

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  • Enterprises

  • Startups

  • Public Sector

  • Big Data

    Collect and process colossal ammounts of data quickly and cost-efficiently.

    Financial Industry Regulatory Authority

    FINRA uses AWS to capture, analyze, and store a daily influx of 75 billion records.

    Unilever

    Unilever uses AWS to launch and analyze digital marketing campaigns faster.

    The Kellogg Company

    Kellogg's uses AWS to to deliver spend analyses and data simulations in minutes.

  • Data Center Migration

    Migrate your on-premises workloads to AWS.

    AOL

    Using AWS, AOL has been able to move mission-critical workloads to the cloud, extend its global reach, and save millions of dollars on energy resources.

    Conde Nast

    In just three months, Condé Nast was able to migrate over 500 servers, one petabyte of storage, various mission critical applications, and over 100 database servers into the AWS Cloud.

    InfoSpace

    Using AWS, InfoSpace migrated its full data center within 6 months and can now easily manage its Microsoft stack on AWS.

  • Enterprise Solutions

    Run common and custom business applications securely and reliably.

    General Electric

    GE is migrating more than 9,000 workloads, including 300 disparate ERP systems, to AWS while reducing its datacenter footprint.

    Brooks Brothers

    Brooks Brothers runs its SAP and CRM solutions on AWS, gaining agility and cost savings.

    Intuit

    Intuit is saving money by moving its business applications to AWS.

  • Financial Services

    Accelerate agility, enable innovation, and protect sentitive data.

    Pacific Life Insurance

    Pacific Life uses AWS as part of a hybrid computing environment to control IT costs.

    NASDAQ OMX

    Nasdaq delivers data on demand cost-effectively using AWS.

    Robinhood

    Robinhood built its brokerage trading platform and a massively scalable securities trading app on AWS.

  • Healthcare & Life Sciences

    Enable agile research, collaboration, product development, and sales.

    Centers for Disease Control

    Using AWS, the CDC shares health information widely while avoiding hardware investments.

    Siemens Healthcare Diagnostics

    Siemens has built a secure, HIPAA-compliant, scalable platform on AWS.

    Brisol-Myers Squibb

    BMS used AWS to build a frugal, secure, self-provisioning research portal.

  • Internet of Things (IoT)

    Easily and securely connect devices to the cloud.

    Enel

    Enel is saving on compute and storage costs, reduced provisioning time, and has transformed its business.

    Rachio

    Rachio processes millions of IoT messages daily and has cut development costs by 40 percent using AWS. 

    iRobot

    iRobot uses AWS to support its vision for products used in connected homes, including its popular Roomba vacuum cleaners.

  • Machine Learning (ML) & Artificial Intelligence (AI)

    Machine Learning in the hands of every developer and data scientist.

    DigitalGlobe

    DigitalGlobe uses Amazon SageMaker to handle machine learning at scale.

    Butterfleye

    By combining Butterfleye’s on-camera facial functionality and Amazon Rekognition’s API, the company can identify and tag millions of faces accurately.

    Haptik

    Haptik incorporated Amazon Polly into the Haptik infrastructure. Amazon Polly turns text into lifelike speech. In effect, it lets developers build applications that can talk.  

  • Web & Mobile Apps

    Build and scale high-performance websites and mobile applications.

    Pinterest

    Pinterest uses AWS to manage multiple petabytes of data and perform daily refreshes of its massive search index.

    Airbnb

    Airbnb's web and mobile apps run on AWS and scale automatically to support demand.

    Spotify

    Spotify uses AWS's scalable IT to support usage peaks and can launch new features faster.

Discover what customers are doing with AWS today

  • British Columbia Institute of Technology Case Study

    Using AWS and AWS Educate, the British Columbia Institute of Technology (BCIT), equips students with cloud-computing resources and skills to help them succeed after they finish school. BCIT is one of Canada's largest post-secondary polytechnic schools. Students at BCIT use their AWS Educate credits for compute resources used in labs, including Amazon Elastic Compute Cloud, Amazon Simple Storage Service, and Amazon Route 53. These exercises move from theory into practice, helping students get the skills they need to secure a job after graduation.

  • AWS Case Study: Merrifield Garden Center

    AWS Consulting Providers, Protera Technologies and Savantis Group, helped Merrifield Garden Center use SAP on the AWS Cloud to reduce costs, improve the stability and security of their applications and data, and eliminate the burden of managing IT infrastructure hardware so they can focus on new customer-facing initiatives to grow their business.

  • BP Spiral Suite Case Study

    By deploying Spiral Suite on AWS, BP unlocked the software’s full potential, cutting calculation times from hours to minutes and improving consistency, accuracy, and speed of decision making by moving to a single source of truth. The company delivers energy products, fuel, lubricants, and petrochemicals to people around the world. BP runs Spiral Suite on Amazon EC2 instances, with AWS Auto Scaling to provide more resources when needed and Amazon S3 object storage to hold data.

  • Ottawa Hospital Research Institute Case Study

    The Ottawa Hospital Research Institute uses AWS to enable Canadian citizens to manage immunization records on mobile devices. The application uses Amazon EC2, Amazon Cognito, and Amazon RDS.

  • Canadian Pharmacists Association Case Study

    The Canadian Pharmacists Association (CPhA) uses AWS to provide healthcare practitioners and patients with accurate information about medications. Services driving CPhA’s digital transformation include Amazon S3, Amazon DynamoDB, Amazon SES, and Elastic Load Balancing products to distribute incoming application traffic across multiple targets.

  • Mitsui Coal Holdings Case Study

    Using AWS, Mitsui Coal Holdings ensures 99.99 percent uptime for its SAP S/4HANA environment and delivers key performance indicator reports in seconds. Mitsui Coal Holdings invests in joint-venture coal mining projects across Australia. The company is running its SAP S/4HANA installation on Amazon EC2 instances, which support the system’s database and applications, and uses Amazon S3 to store files and backups.

  • AWS Case Study: GE Business Integration Technologies Laboratory

    General Electrics’s Business Integration Technologies Laboratory wanted to re-imagine the manufacturing process, but was limited by the speed at which traditional environments can design, test, and build systems. The company took advantage of AWS GovCloud (US) to develop a new manufacturing platform that connects a global network of people and machines in a secure, compliant, and distributed environment.

  • Union Medical Healthcare (UMH) Case Study

    Union Medical Healthcare (UMH) can produce key financial reports 50 percent faster while giving executives real-time insight into the company’s business performance with SAP S/4HANA Finance running on AWS. UMH provides medical and healthcare services in the Greater China Region. UMH uses SAP S/4HANA Finance, which it runs in an Amazon VPC with Amazon EC2 instances supporting applications and the in-memory database, and it relies on Amazon EBS for storing data.

  • AWS Case Study: Omise

    Omise provides payment gateway services to merchants, including application programming interfaces and developer resources. The company runs its payment gateway services in an Amazon Web Services infrastructure that is compliant with the Payment Card Industry Data Security Standard. This has enabled Omise to scale to support demand peaks of more than 1,000 transactions per minute, deliver its services for one-third the cost of doing so from a physical data center, and achieve 99.99 percent availability.

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