Software | Category | Launched in* | # of employees** |
Auger.ai | Startup | 2017 | |
| Auto-sklearn | Open source (Python) | ||
Auto-WEKA | Open source | 2013 | |
| BigML OptiML | Open source | ||
Business Insight's TIMi Suite | Startup | 11-25 | |
Caret | Open source (R) | ||
Compellon | Startup | 2011 | 11-25 |
DataRobot | Startup | 2012 | 251-500 |
DMWay Analytics | Startup | 2014 | 1-10 |
Enhencer | Startup | 2017 | 1-10 |
Google Cloud AutoML | Tech giant | 2018 | |
| H2O.ai | Startup | 2012 | 51-100 |
Kortical | Startup | 2016 | 11-25 |
MLJAR | Startup | 2016 | 1-10 |
PurePredictive | Startup | 2011 | 11-50 |
Tazi.ai | Startup | 2015 | 1-10 |
TPOT (Tree-based Pipeline Optimization Tool) | Open source (Python) | ||
Xpanse Analytics | Startup | 2014 | 1-10 |
Company | Country | AutoML Tool | Industry | Use Case | Results |
Ascendas-Singbridge Group (ASG) | Singapore | DataRobot | Real Estate | Parking Lot Efficiency | ▪ 20% increase in revenue ▪ Reduced deployment time ▪ More accurate predictions on parking lot usage |
Avant | US | DataRobot | Finance | Loan Decisions | ▪ Time savings ▪ More accurate identification of risk |
California Design Den | US | Google Cloud AutoML | Retail & Consumer Goods | E-Commerce | ▪ 50% reduction in inventory carryovers ▪ Improved profit margins |
Consensus Corporation | US | DataRobot | Technology | Fraud Detection | ▪ 24% improvement in fraud detection ▪ 55% reduction in false-positives ▪ Reduced deployment time from 3-4 weeks to 8 hours |
DemystData | US | DataRobot | Technology | Product Quality | ▪ Democratization of the process ▪ Reduced cost by one tenth |
Domestic & General (D&G) | UK | DataRobot | Insurance | Customer Experience | ▪ Increased number of customers who gets optimal price from 40,000 to 300,000 ▪ Improved pricing optimization from 1.5% to 4% of the revenue |
Evariant | US | DataRobot | Healthcare | Service Delivery and Marketing Management | ▪ 10 times shorter deployment time ▪ More one-to-one involvements with clients ▪ Increased ROI ▪ Improved service quality |
G5 | US | H2O.ai | Real Estate | Marketing and Call Center Management | ▪ 5 times faster model building ▪ Improved accuracy by 95% |
Harmoney | Australia | DataRobot | Fintech | Credit Application Process | ▪ More accurate risk assessment ▪ Increased profitability ▪ Shortened credit application process |
Hortifrut | Chile | H2O.ai | Agriculture | Product Quality | ▪ Reduced deployment time from weeks to hours |
Imagia | Canada | Google Cloud AutoML | Healthcare | Research and Development | ▪ Reduced test processing time from 16 hours to 1 hour ▪ Improved diagnosis results |
Lenovo | Brazil | DataRobot | Technology | Sales and Manufacturing Operations | ▪ Increased accurate predictions from 80% to 87.5% ▪ Reduced model creation time from 4 weeks to 3 days |
LogMeIn | US | DataRobot | Technology | Customer Experience | ▪ Reduced data analysis time from days to minutes ▪ Continuously improved accuracy ▪ Reduced deployment time |
Meredith Cooperation | US | Google Cloud AutoML | Media & Entertainment | Content Classification | ▪ Improved awareness for future trends ▪ Improved customer experience |
NTUC Income | Singapore | DataRobot | Insurance | Pricing | ▪ Simplified data complexity ▪ Better identification of key drivers for prices |
One Marketing | Denmark | DataRobot | Marketing | Email Marketing | ▪ Reduced spam for customers ▪ Improved mail open rate by 14% ▪ Improved mail click rate by 24% ▪ Increased ticket sales by 83% |
Paypal | US | H2O.ai | Financial Services | Fraud Detection | ▪ Improved accuracy by 94.8% ▪ Reduced model training time to under 2 hours |
Pelephone | Israel | DMWay | Telecommunications | Sales Management | ▪ Increased purchase rate by 3.5% in the first month ▪ Increased conversion rate by 300% |
PGL | Israel | DMWay | Transportation Planning | Planning and Scheduling | ▪ Time savings in data analysis process ▪ Democratization of the process |
Steward Health Care | US | DataRobot | Healthcare | Staff Planning | ▪ Net $2 million savings per year from 1% reduction in registered nurses hours ▪ Net $10 million savings per year from 0.1% reduction in patient length of stay |
Trupanion | US | DataRobot | Insurance | Pricing and Sales Management | ▪ 10 times improved productivity by speeding up processes ▪ Identified that two thirds of customers will churn before they churn |
Vision Banco | Paraguay | H2O.ai | Banking | Risk Management | ▪ Doubled propensity to buy ▪ Shortened and more accurate credit scoring process |
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