I am super-excited to announce that an article I have been working on with Michael Ross has just been published on Harvard Business Review – Managing AI Decision-Making Tools The nature of micro-decisions requires some level of automation, particularly for real-time and higher-volume decisions. Automation is enabled by algorithms (the rules, predictions, constraints, and logic [...]
It’s been a while since I did a product review on the blog, but I recently caught up with the team at Zoot and thought a blog post was in order. Zoot, for those of you who don’t know them, deliver capabilities and services for automated decisioning across the customer credit lifecycle. They’ve been at [...]
Today’s businesses are heavily digitized and must be structured so that while interacting through digital channels, the value gained from customer experience between humans and digital touchpoints can be handled seamlessly and effectively. As a result, the line between business and technology is gradually blurring. In addition, most organizations still face many challenges with the [...]
The single most critical and most neglected aspect of artificial intelligence (AI) projects is problem definition. All too often, teams start with data, determine what kind of machine learning (ML)/AI insights they can generate, and then go off to find someone in the business who can benefit from it. The result? Lots of successful AI [...]
Don’t jail your logic in code Our friends at Data Decisioning forwarded an article from The Register recently – Inflexible prison software says inmates due for release should be kept locked up behind bars. The basic building blocks of this story is that there is a module calculating release dates for prisoners that was clearly [...]
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 [...]
Eric Siegel and I had a great discussion about doing Machine Learning BACKWARDS recently – you can watch the recording below or on our YouTube Channel. Eric, if you don’t know, is the founder of Predictive Analytics World, a leading consultant, and author of “Predictive Analytics“. You can also check out Eric’s new Coursera class. This [...]
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 [...]
With everything else going on at the moment, you may be finding it difficult to think about improving your decision-making. Yet COVID-19 has added a new set of constraints on your decision making and changed you objectives. This makes the management, and optimization, of decisions even more valuable. A few weeks back we published a [...]
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.
The COVID-19 Coronavirus has upended the world economy – and your business. While the impacts to date have been dramatic, we have to face the fact that this is the beginning of a new normal – a world in which this virus circulates. This will have short- and medium-term consequences for your business regardless of [...]
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 [...]
Balancing multiple profit drivers is essential in many high volume, transactional decisions targeted with Decision Management. Being able to execute decisions, monitor their effectiveness, learn what works, and systematically improve your decision-making results in significant business benefit. Mathematical optimization let’s you go even further. We recently published a new white paper – The Customer Journey [...]
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 [...]