"H2O allowed us to interface directly with our existing application and it scales for our massive data set. There is nothing else like it."
"When we started the business, we had a metric that we needed to produce a decision for a client by our API in 40 milliseconds or less. And the target was 20 milliseconds. We've gone from that 20-millisecond threshold to a one half of 1-millisecond threshold. So we're now measuring performance in nanoseconds. This allows lenders to replace a human process with a fully automated process. And not only can we reach a decision, we can also explain the decision fully compliant with the regulators and it takes less than half a millisecond. There are so many challenges that this technology can work to solve, and the more people who get into it and use it, the better the world gets. And that's ultimately what we should all be trying to do."
"We reached 90% accuracy in the real-time deployment and our results were in-sync with the training phase, which was really good."
"Managing machine learning model risk is of the utmost importance in heavily regulated industries such as finance; in particular, to manage potential risks due to bias/fairness, conceptual soundness, implementation, and model change control."
"The platform’s feature engineering and scoring pipeline generation are better than anything we’ve seen out there right now."
“Our Digital Accelerator focuses on Artificial Intelligence, Robotics, and Emerging Technology. At Stanley Black & Decker, we are committed to converting the exponentially increasing disruption brought by digital into a sustainable competitive advantage, and H2O Driverless AI is one component of that broader strategy.”
"In order to be able to create something awesome like a great data science team, we need to be able to take those chances organizationally with people so as to produce those great outcomes we have been looking for."
"AI means many things to many people and it's also in a hype cycle. People want some very quick results with significant advantages. From our advantage point, when we look at AI we see it as a mix of technologies. So when we look at a POC, our angle of conversation is whether we can provide a quick ROI by doing the POC. It's a three-step process that we do as a company for a quick return on investment. But for any other customer, one is the data prep. Second is Driverless Ai, which is where we have a significant value."
"Machine learning actually is not widely used right now in clinical practice. We're just in the beginning. But the power of making decisions with machine learning is great and AutoML is a great tool for the rapid knowledge discovery. We can make decisions right away and it can be personalized decisions."
"Working with H2O.ai has always been really great. Right from the start, they've been one of the few machine learning companies that have really acknowledged our restrictions in terms of what we can and can't do with our data. So a lot of the security features that were implemented in H2O-3 were built directly for our company."
"There's a whole new world of various emotions that you can detect by using NLP methods. This can help you understand the consumer better and bring an empathetic solution in addition to all the other smarts that goes into your AI applications."
"The automation of the data science process reduced time and costs. And time is money. So, you can do more with the same amount of time. It's possible to deliver more value to the business, develop more use cases and focus the data science effort in the use case instead of development tasks."
“At G5 we are leveraging AI to guide the decision-making process in real estate marketing with the help of our Intelligent Marketing Cloud platform that maximizes marketing effectiveness and efficiency. We’re partnering with Sri and the best-in-class team at H2O to enhance our machine learning capabilities so that the G5 Intelligent Marketing Cloud continuously and efficiently improves its accuracy and predictive qualities. G5-powered campaign insights point to actionable opportunities to improve ROI through each step of the customer journey, starting with channel attribution, all the way to leveraging natural language processing to classify inbound phone calls. G5’s vision is to give all real estate marketers and analysts access to this deep competitive edge from an end-to-end and easy-to-use dashboard that will find and land paying tenants. There is no need to be a data scientist — we have that covered.”
"When it comes to developing artificial intelligence products the deployment is where most platforms fall short and with H2O we've got the mojo implementation that essentially simplifies that to the point of being a java object that you incorporate to your platform. That's fantastic!"
"Once we started using H2O we saw the number of false positives reduced significantly within hours."