"We run models in production where data drift critically impacts the predictions of those models. We need to know what has drifted and by how much. In a data driven organization, the chances of knowing every change to the data, by the business or others in the organization, are practically zero. Having an automated tool to monitor this drift against the training data is very important. Domino Model Monitor will save us significant time previously spent on maintenance and investigation."
"Domino helps us deliver more value to the business by putting more powerful tools in the hands of our analysts."
"Domino makes me much more productive, letting me deliver projects that would normally take much more time for a larger team."
"At KatRisk, our focus is on delivering the most accurate flood and wind risk models possible. Domino helped us get our products to market faster, and provided a full platform for our data science needs."
"Domino let us launch quickly, we didn't have to worry about any of the backend engineering.”
"Domino encourages us to experiment more. The more projects we can get through, the less time and effort we have to spend relearning or recreating results or doing the same thing twice."
"Insurance is a heavily regulated environment. We can go back to any project at any point in time, see what decision was made and recreate that model if needed. Domino brings a software engineering discipline to data science. It’s the data science platform you should be investing all your time in.”
"Data science has become a multi-language environment, and if you have Domino with these pre-prepared Docker images that your team can load, it helps new hires get started much quicker.”
"We are using data and analytics to inform decisions throughout every part of the organization, from products, sales, operations, marketing and claims, and have really tried to weave fact-based decision making into the fabric of the organization."
"Domino has allowed our quantitative researchers to scale-up our analysis faster and with less effort."
“Domino exposed a lot of the higher computing options of AWS to the end users in a self-service way. That was a great benefit.”
“Domino helps mitigate risk by not having to solely rely on humans to communicate, and simply capturing all that communication in the code base.”
“A form of version control for projects. At the same time, it’s obviously a very powerful computation platform. The fact that we can combine those two elements at the same place is extremely efficient.”
“You don’t have the usual difficulties of following a rigorous documentation program; you can just do your work and it’ll track for you. You can go back and change something if you need to, you can move things around, or you can tag somebody if you need help. It’s a centralized hub.”
"Domino has been a really ideal platform for providing a coherent, collaborative environment."