predictive analytics

Daniel Hernandez kicked things off with a discussion of data for AI. AI adoption, IBM says, is accelerating with 94% of companies believing it is important but only 5% are adopting aggressively. To address perceived issues, IBM introduced its ladder to AI Trust based on Automate (ML) based on Analyze (scale insights) based on Organize [...]

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 [...]

Karl Rexer of Rexer Analytics is at Predictive Analytics World this week (as am I) and he gave some quick highlights from the 2017 Rexer Analytics Data Science Survey. They’ve been doing survey since 2007 (and I have blogged about it regularly) and the 2017 is the 8th survey with 1,123 responses from 91 countries. Full [...]

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 [...]

An analytic enterprise uses analytics to solve its most critical run-the-business problems. It takes advantage of new tools and new data sources while ensuring analytic results are used in the real-world. An analytic enterprise uses analytics to solve its most critical run-the-business problems. It takes advantage of new tools and new data sources while ensuring [...]

Jim Sinur of Aragon Research recently published a new blog Mounting Pressure for Better Decisions. He argues, correctly, that decision making is under pressure because there is more data available than ever before, a need for faster change in the way organizations make decisions to respond to evolving circumstances and a general need for speed in [...]

I am co-hosting the TDWI Solution Summit Putting Big Data and Analytics to Work in Your Organization with Fern Halper, June 3-5 in Coronado, California. TDWI Solution Summits are great events and I am looking forward to it. The agenda is focused on how to get full business value and organizational advantage from big data and [...]

This year Predictive Analytics World is coming to Las Vegas June 3-7, 2018, for the largest Predictive Analytics World event ever. There’s a packed agenda and I am kicking off the Analytics operationalization and management track, which is full of great sessions focused on how to take analytics (and AI) and get real business value from [...]

Maureen Fleming of IDC presented at IDC Directions on How Does Decision-Centric Computing Drive Digital Transformation? She kindly shared this presentation with me. Decision-centric computing, she says: continuously receives and analyzes data to predict when decisions need to be made, systematically learns how to automate those decisions, and acts on each decision to improve performance. [...]

Analytics are only valuable if your enterprise’s decision making changes for the better. You need to build an analytic enterprise that leverages analytics to inform strategy, empower people, and especially drive systems.  An analytic enterprise uses analytics to solve its most critical run-the-business problems, and uses increasingly advanced and diverse analytics to maximize its ability [...]

DecisionCAMP 2018 in in Europe – Luxembourg to be precise – September 17-19. This is a great event and well worth your time if you are interested in the nuts and bolts of decisioning technology, Decision Management or decision modeling. Last year’s event in London was great with a wide range of presentations and lots [...]

March 27-29 I am teaching a 3-part online live training class that will prepare you to be immediately effective in a modern, collaborative and DMN standards-based approach to decision modeling. You’ll learn how to identify and prioritize the decisions that drive your business, see how to analyze and model these decisions, and understand the role these decisions [...]

I have written before on how a decisions-first approach is ideal for success with AI. After reading David Roe‘s article 11 Questions Organizations need to Ask Before Buying into AI I thought a few more comments were in order: If you focus on decisions first and on how you must/could/want to make the decision, you can [...]

All industry standards offer interchange. Successful standards offer skills interchange not just a technical interchange format. The Decision Model and Notation (DMN) decision modeling standard has a published XML interchange format, of course, and several of the committee’s members are working really hard to iron out the remaining issues and make the XML interchange more [...]

I am joining Eric Kavanagh of the Bloor Group to discuss Easy as Pi – Why Mathematicians Rock Data Science Thursday November 16 at 3pm Eastern. Do the math! Using analytics to drive business value often boils down to a formula of some kind. That’s why mathematicians are in such high demand these days. Whether for [...]

I am giving a webinar on Boost Straight Through Processing in Your Claims System with Decision Automation at 10am Pacific on November 16. Register for this free webinar to see how you can automate decisions to handle more claims without manual intervention. Boost your Jet or Straight Through Processing rates to new heights to reduce costs, [...]

I am giving a webinar on Rapid Deployment of Customer Next Best Action at 10am Pacific/1pm Eastern on November 2. Attend this free webinar to learn how you can quickly deploy next best action decisions that deliver the right marketing or customer service message to each customer, each time you interact with them. Learn from real world [...]

I am giving a webinar on Wednesday, August 2, 2017 at 1:00 PM EDT about 3 Critical Elements of a Digital Business Platform Enterprises increasingly demand digital implementations that differentiate them from their competitors. Digital Business Platforms deliver this differentiation by coordinating goal-directed work and supporting the intelligent interaction of people, software, and machines. These Digital Business Platforms [...]

Little bit of  a late start for me so I am starting with Geoffrey De Smet from Red Hat talking about constraint planning. He points out that some decisions cannot be easily solved with rules-based approaches – they can be described as decision (and as a DMN decision model in our experience) but not readily [...]