Deep Probabilistic Decision Machines (DPDM) for Building a Causally Generative Process Model-based Action Control in Enterprise AI
Original research by Chief Scientist, AI and Data Science, Hyungil Ahn, Ph.D. and the Noodle.AI R&D team (Santiago Olivar; Hershel Mehta; Young Chol Song; Siva Devarakonda) There are many machine learning libraries and automated tools that might be applied to enterprise AI problems. We find…
Webcast Replay: Noodle.ai Sits Down with Intel and Forrester to Talk Smart Factories
We sat down with Noodle.ai’s CTO Dr. Ted Gaubert, Forrester’s Mike Gualtieri, and Intel’s Rick Lisa to talk about how artificial intelligence can create a learning factory in our webcast “The Future of Manufacturing is the Self-Driving Factory.” CMO Gail Moody-Byrd moderated the chat. Transcript…
Accurate forecasts are possible in the current market with Enterprise AI
Earlier today, Tyson Foods, one of the largest food processors and marketers in the world, issued stark guidance to the market. The headline read “Current market makes accurate forecast impossible.” As a result, for the first time in decades, Tyson declined to provide sales guidance…
Watch the Replay: Create a Radically Efficient Supply Chain with AI
Our first webcast ever in December 2018 was all about creating a radically efficient supply chain with AI. Hosted by Noodlers Jeff Alpert and Jenn Gamble, it was a great primer for using AI in your supply chain. Looking back on it almost a year…
Enterprise Artificial Intelligence: Should you build or buy?
Looking at the race to build vs. buy when ramping up internal organization AI/ML capabilities: Anecdotally, I have seen many organizations underestimate how much more difficult it is to build high performing AI/ML running in production vs. the traditional software development process. This is in…
Hear Spencer Doyle talk about AI transforming business on the latest Enterprise Management 360 podcast
Recently Noodler Spencer Doyle appeared on the Enterprise Management 360 podcast to discuss the many ways Artificial Intelligence is transforming business. Spencer talked about AI for the supply chain, and the many ways that AI augments human ability and intelligence to help us create a…
Closing the planning intelligence gap with AI
Organizations are facing accelerating complexity and change (proliferation of products, channels, geographies, regulation, competition, technology disruptions). This leads to: Long tail of interconnected problems and decisions Dynamic conditions characterized by uncertainty Complexity of multiple factors affecting a decision The implications are that operations planning and…
Enterprise and Industrial AI
Enterprise and Industrial AI: What’s different, why does it matter, and how is it done? Our CDSO Matt Denesuk, Ph.D., has started doing a deep dive into the ins and outs of Enterprise and Industrial AI on our new Medium publication: Noodling on the Future…
You ask, Noodle answers: What makes a great data science problem?
Articles about what makes a great data scientist are everywhere. Articles about what makes a great problem for a data scientist to solve… well, they are harder to find. That’s OK – Noodle has a great team of data scientists and we sat down with…
Is the Answer to Data Bias More Data?
This will come as no surprise, but human beings aren’t very rational. Ingrained cognitive biases like recency bias, confirmation bias and the bandwagon effect can create reasoning errors that prevent us from seeing the world with complete clarity. And when we make decisions based on…
