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, [...]
Gartner has increasingly been discussing Decision Intelligence as a concept, as well as Decision Intelligence Platforms. Recently, they published a Market Guide for Decision Intelligence Platforms, which is highly recommended reading. Decision intelligence platforms combine explicit decision modeling, AI, analytics and related capabilities to support, augment or automate decision making, driving business outcomes. Data and [...]
As regular contacts of mine will have noticed, we have a new company name and a new brand Artificial Intelligence (AI) is changing the way companies approach technology, and we are broadening our palette of technologies and services to match. A new name, and a new focus, are required. Blue Polaris will still be helping [...]
Eric Siegel, author of Predictive Analytics and the Chair of Machine Learning Week, had a great article on Harvard Business Review recently – The AI Hype Cycle Is Distracting Companies. You should read it, as he makes a lot of great points about AI hype and its dangers. One comment, in particular, stood out for [...]
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). [...]
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 [...]
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 [...]
The new normal of COVID-19 requires systems that let you react quickly and accurately.
Some of our old friends at Gartner have just published some great research on Decision Management. Specifically they have extended their work on Decision Management Suites (blogged about here) and focused on How to Choose Your Best-Fit Decision Management Suite Vendor [Gartner subscription or modest fee]. As they say in the intro: Decision management suites [...]
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 [...]
We are running our regularly scheduled, and highly reviewed, Decision Modeling with DMN training again December 4-6, 9:30am-11:30am Pacific each time. Decision modeling with the new Decision Model and Notation (DMN) standard is fast becoming the definitive approach for building more effective processes and for specifying requirements for business rules and predictive analytic projects. With decision modeling, [...]
I am giving a webinar on Delivering the Business Value of Analytics, August 14th at 10am Pacific/1pm Eastern. Many organizations still struggle to get a business return on their investment on advanced analytics. The biggest barrier? An inability to integrate analytics, especially predictive analytics, into frontline systems and business processes. Work with a number of [...]
We are relaunching our newsletter, in a GDPR-compliant way, with a focus on DecisionsFirst Digital Transformation. We were probably GDPR-compliant before but better safe than sorry. We send emails about every 3 or 4 weeks with information about resources, events and articles on Decision Management topics. For example, case studies in digital transformation; decision modeling as a [...]
