Publications and media
Slides from conference presentations and other events are not included here but in some cases may be available upon request.
Safety
Predictive Safety Analytics: Reducing Risk through Modeling and Machine Learning
This book demonstrates the use of predictive analytics and machine learning to improve safety rates in various organizations, presenting real case studies and emphasizing the transformation of safety data collection from backward-looking to forward-looking and predictive methods
AI Audio Summary of the Predictive Safety Analytics book
An 11-minute conversation between two AIs about the book, Predictive Safety Analtyics.
Getting Started with Predictive Safety Analytics
Through real-world examples, learn how you can use Predictive Safety Analytics with data you already have to further improve employee and public safety.
Enhancing Worker Safety through Predictive Analytics
An April, 2024 webinar hosted by the software company SAS
Add Predictive Analytics to your Safety Management System
A February 2022 CHOL Webinar.
Predictive Safety Analytics Promotional Video
A one-minute overview of our Predictive Safety Analytics offering.
Manufacturing and Consumer Goods: Improving Workplace Safety with Analytics
A 2017 Webinar hosted by the software company SAS
AI/ML
GenAI Can Help Companies Do More with Customer Feedback
April, 2024 Harvard Business Review Online article co-authored by First Analytics co-founders Tom Davenport and Mike Thompson, along with Jim Sterne. (This is a link to to article — we are unable to provide a downloadable PDF)
Vetting Vendor AI Claims
A guide to evaluating the claims from vendors regarding AI in their solutions.
My CEO Says I'm Supposed to Use AI. Now What?
May 2024 webinar and panel discussion hosted byt the Community of Human and Organizational Learning.
The Current State of AI: The Good, Bad, and Evil of ChatGPT
General session at the Community of Human and Organizational Learning Conference (CHOLearning) 2023 conference. The world of Generative AI evolves so quickly, we figured the content would be stale in a number of weeks. And it was. But we make this available here.
Forecasting and Supply Chain
Machine Augmented Demand Planning
A Framework for Classifying AI/ML and Analytical Applications.
Machine Learning and Demand Planning at Kelloggs
How machine learning boosts statistical forecasting for better demand planning at Kelloggs. Presentation at SAS Analytics Experience 2018.
Black Swan Events and the Supply Chain Renaissance
From the Big Ideas in Supply Chain podcast, by Kinaxis, a discussion on how to make any supply chain disruption-proof.
Improving Forecast Accuracy at Hershey’s Using a Hybrid Hierarchical Approach
This article appears in the Spring 2023 edition of the Journal of Business Forecasting.
Commentary on "To Share or Not To Share: The Future of Collaborative Forecasting"
This article originally appeared in Foresight, Issue 67 and is made available with permission of Foresight and the International Institute of Forecasters.
Fuel Conservation
Analytical Approaches to Validating Railroad Fuel-Saving Technology
Published in the journal of the Locomotive Maintenance Officers Association.
Railroad Greenhouse Gas Expert plugin for ChatGPT
An AI we trained to help railroads reduce greenhouse gas emissions. A ChatGPT Plus, Team, or Enterprise subscription is required. Get a flavor of a typical conversation in this document.
Analysis of the Energy Reduction Benefits of MPL NatureBlend Locomotive Wheel Flange Lubricant
We analyzed test data generated at the Transportation Technology Center for our client, MPL Innovations. More details here.
Projecting the Energy Reduction Benefits of MPL NatureBlend Locomotive Wheel Flange Lubricant to Specific Railroad Profiles
We projected test data generated at the Transportation Technology Center to potential real-world railroad contexts for our client, MPL Innovations. More details here.
Inertial Tractive Effort as an Explanatory Variable in the Analysis of Locomotive Fuel Savings
A paper presented at the International Heavy Haul Association 2015 conference.
Animal Health and Protein Production
GBADs AHLE Interative Dashboard
This interactive dashboard we built shows estimates of the animal health loss envelope (AHLE) for livestock using publicly available data. This is part of the Global Burden of Animal Diseases (GBADs) project. To learn more see the GBADs webpage
Healthcare
An Effective and Safe Novel Treatment of Opioid Use Disorder: Unilateral Transcranial Photobiomodulation
We supported the research in this paper with statistical analysis. See also this blog post.
SAS Software
SAS Institute Profile of First Analytics
A 2014 interview of Mike Thompson, CEO of First Analytics.
SAS Interview of Tom Davenport
An interview at the 2017 SAS Analytics Experience event, on the tenth anniversary of the publication of “Competing on Analytics”
Retrieving NOAA Weather Data through the NOAA API in SAS
A guide, including step=by-step SAS code, for incorporating NOAA weather data into your analysis.
Using the COPULA Procedure to Simulate Multivariate Data
Presented at the 2018 SAS Global Forum in conjuction with Kellogg’s.
Introduction to Market Basket Analysis
Presented at 2013 Midwest SAS User Group. Includes a SAS/BASE macro for peforming MBA and association rules, The concept is not limited to retail and CPG — it can be used in safety analytics, for example. See also this blog post.
Works of Tom Davenport
TomDavenport.com
Tom is the chairman and co-founder of First Analytics. Many of his publications are listed at his personal website.