Wrapping up my series on decision agents, here’s the third post. How AI Agents and Decision Agents Combine Rules & ML in Automation Building Decision Agents with LLMs & Machine Learning Models Designing AI Decision Agents with DMN, Machine Learning & Analytics [this post] The most effective way to define decision agents is using decision [...]
Decision Modeling
Along with a bunch of friends and colleagues, I have spent the last few years working on DecisionAutomation.org – a multi-vendor organization dedicated to documenting decision automation best practices. A key focus of this organization has been on how best to use decision modeling with the Decision Model and Notation standard. This matters because OMG, [...]
Business automation is being transformed by AI, specifically Generative AI or Large Language Models (LLMs). More recently, the Agentic AI pattern has gained real traction among those trying to apply LLMs in an enterprise context. Like any new pattern, there’s a ton of hype about Agentic AI but it’s clearly here to stay. I have [...]
I got a chance to listen to Mike Gualtieri of Forrester talk about his recent Wave report on AI Decisioning Platforms. This focuses in on a core set of vendors and compares them in detail as a follow-up to his earlier AI Decisioning Landscape report (which included Decision Management Solutions with our DecisionsFirst Modeler product). [...]
I got my hands of a copy of Krishna Pera’s new book, Big Data for Big Decisions recently. I met Krishna several years ago when he published some articles on being decision-driven not data-driven and on why it’s essential to prioritize decisions for your analytic efforts. He’d found some of my articles on being decision-centric [...]
An old friend, Guilhem Molines, has been working with some colleagues on a new book – Intelligent Automation with IBM Cloud Pak for Business Automation – and I got a chance to read it recently. The book covers all the components of IBM’s Cloud Pak for Business Automation. Decision Management Solutions is an IBM Business [...]
I was talking to a customer the other day about a particular decisioning problem they have. There’s an operational decision that they take several thousand times a year. Not a transactional one but a pretty high volume one. Sometimes these decisions have a large financial impact but often they have a smaller one. Today the [...]
Bart de Langhe and Stefano Puntoni recently published a great article in the MIT Sloan Management Review called “Leading With Decision-Driven Data Analytics.” In contrast to so much of the literature that focuses first on data, they focus on decision-making. In fact they go so far as to say that: “Leaders need to make sure [...]
We help a lot of clients select, install and adopt a Business Rules Management Systems (BRMS). These clients are looking to get automate decision-making with transparency, deliver business control of their critical decision-making logic and establish an ability to drive continuous improvement through simulation and impact analysis. Adopted correctly, these benefits ensure that a BRMS [...]
A few months back, Scott Adams posted a great Dilbert that I have been meaning to write about for a while (click on the image to see the original). In the strip, Dilbert says “You don’t go to war with the data you need. You go to war with the data you have.” Now Scott [...]
Gartner recently published a piece “Top 10 Trends in Data and Analytics, 2020” that you can currently get from our friends at ThoughtSpot (registration required). It’s an interesting report you should definitely check out. My favorite section was the one on Decision Intelligence, within which they include the kind of digital decisioning or decision management [...]
Last quarter Mark Breading of Strategy Meets Action wrote a couple of interesting pieces – COVID-19: A tipping point for insurance digital transformation? and Will COVID-19 Be The Tipping Point for Digital Transformation? I blogged about the general sense that digital transformation is being pushed by COVID-19 last week. But Mark makes a compelling case [...]
A survey in CIO magazine on IT leaders’ thinking in the current crisis revealed that a plurality (37%) chose digital transformation as their first priority to help the business persevere through the current disruption. Moreover, a full 61% of respondents agreed with the statement that the effects of the pandemic are actually accelerating digital transformation [...]
COVID-19 is driving a new normal in which resources must be allocated and managed more dynamically.
The new normal of COVID-19 is going to need customer relationships to be built and sustained remotely.
The new normal of COVID-19 requires systems that let you react quickly and accurately.
If you’re stuck sheltering in place or bored working from home, we have a great opportunity for you. You can learn a vital new skill – Decision Requirements Modeling – from the comfort of your home FOR FREE! We are going to take some of our popular online training materials and provide a FREE 2-hour introduction [...]
I recently got together with Irene Lyakovetsky of Saugatuck Worldwide and well known independent analyst Jim Sinur to talk Digital Decisioning. Irene released our talk on her Saugatalk channel as a great series of snippets: Introducing Digital Decisioning and focusing it on operational, transactional decisions Using decision modeling and empowering the business owner Using Low [...]
At Decision Management Solutions we do a lot of work with IBM and an old friend of ours – Harley Davis – just published a nice blog post “How do you best operationalize AI?” We’ve had many conversations on this topic with Harley and his team and it’s no surprise we’re completely aligned on this. [...]
Cassie Kozyrkov – Head of Decision Intelligence at Google- has a great piece on 12 Steps to Applied AI. As usual she’s got lots of great tips. I don’t have anything to add to her more technical steps but I want to add some commentary on Step 0 and Step 1. Let’s start with her [...]
