Harnessing the Power of Data
Tech-Exec Magazine / Stroud and Clarke (UK)
November 10, 2022
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Tags: Big Data, Digital Transformation, Procurement
Predictive Analytics Creates New Insurance Products Previously Deemed as Uninsurable
AI Time Journal
July 20, 2022
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Tags: AI, Big Data, Procurement
Remaining Relevant with Socially Hyperactive Customer
AI Time Journal
June 27, 2022
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Tags: Big Data, Customer Experience, Procurement
Realizing the Power of Data and Predictive Technologies, AI Governance, Women in AI, and More
AI Times Journal
March 01, 2022
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Tags: Big Data, Digital Transformation, Procurement
Why Should We Care about TinyML & AutoML?
AI Times Journal
January 31, 2022
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Tags: AI, Big Data, Procurement
21st Century Skills for Data Scientist
AI Times Journal
September 03, 2021
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Tags: Customer Experience, Leadership, Procurement
Data Intelligence is Key to Understanding our Customers
AI Times Journal
August 23, 2021
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Tags: Big Data, Digital Transformation, Procurement
EyeMail Technology: Reshaping the Communications Experience
Global Business Leaders
August 13, 2021
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Tags: Customer Experience, Leadership, Procurement
Leadership's Role to Embracing The Impact of AI
AI Times Journal
July 08, 2021
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Tags: AI, Digital Transformation, Procurement
Leadership’s Role in Embracing the Impact of AI
AI Times Journal
July 06, 2021
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Tags: Change Management, Leadership, Procurement
Impact of AI on the Evolution of the Procurement & Supply Chain Organizations
AI Times Journal
May 28, 2021
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Tags: Big Data, Digital Transformation, Procurement
Innovating without Restrictions
CIOLOOK
May 17, 2021
Great leaders have the courage to believe what they can imagine can also become a reality. Great leaders are audacious to pursue their goals no matter what. Great business leaders go beyond their comfort zone and refuse to stay on the sidelines. Great leaders are aware that innovative technology can be leveraged to support a change for the better, and digital transformation can change what we are today, to become something more tomorrow.
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Tags: Digital Transformation, Leadership, Procurement
Delivering the Best Visual and Engaging Email Communication Experience
Industry Wired
February 23, 2021
Email is one of the most widely used communication tools in the world today. While email is still the go-to–tool for many individuals, businesses often find the drawbacks outweigh the benefits when messages are not effectively delivered to recipients. Common problems faced by businesses is the size and format of email communications which includes sending video and audio messages.
A company that has revolutionized email communications, through advance features that drive and deliver actionable results, directly from the inbox is EyeMail Inc.
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Tags: Customer Experience, Digital Transformation, Procurement
2019 Procurement Trends
Institute for Supply Management - NY
January 12, 2019
Innovation is the act or process of introducing new ideas, devices or methods. For example, the first telephone was an invention,
but the Smart Phone was an innovation. When innovation is adopted by 20-30% of enterprise organizations, this is considered a
‘trend’. When the adoption is closer to ~80%, this is now labelled a ‘leading practice’. The Procurement and Supply Chain industry continues to shift its paradigm to meet global demand and improve competitive
advantages. Among the top trends identified for 2019 are....
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Tags: Big Data, Digital Transformation, Procurement
Procurement Transformation: Why Now?
The Shelby Group
June 26, 2013
any organizations are undergoing Procurement Transformation processes with two – to four-year maturity cycles. To help executives plan and lead such initiatives, as well as help those who are contemplating significant Change Management initiatives, we have come across several common challenges and areas of interest and confusion.
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Tags: Big Data, Digital Transformation, Procurement
Supplier Diversity - Beyond Tomorrow
Institute for Supply Management - NY
February 09, 2009
Newsletter Issue Vol. XXVIX No. 5
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Tags: Diversity and Inclusion, Procurement, Supply Chain
Thinking Differently - Analytics & Spend Management
Melissa Drew
April 19, 2018
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Tags: Big Data, Digital Transformation, Procurement
Effective Communications for Supply Chain Professionals
Melissa Drew
March 15, 2018
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Tags: Change Management, Procurement, Supply Chain
45 Things to know about Change Management
Melissa Drew
March 01, 2018
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Tags: Change Management, Digital Transformation, Procurement
Identify, Manage, & Reduce Supplier Risk
Melissa Drew
February 22, 2017
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Tags: Big Data, Procurement, Risk Management
Strategic Sourcing - Building the Fundementals
Melissa Drew
February 23, 2016
Similar to a Strategic Sourcing 101 Course, it was designed to support professional just starting of shifting into the Procurement organization with no procurement / sourcing background.
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Tags: Big Data, Digital Transformation, Procurement
Maximizing Your Management Skill - For Procurement & Supply Chain professional
Melissa Drew
March 11, 2014
Understanding your management style, impact to others and how to adjust to maximize value. Management in virtual teams and across cultures. Create & maintain career development plan. Giving performance evaluations including class & team exercises.
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Tags: Leadership, Procurement, Supply Chain
Principles of Project Management
Melissa Drew
December 18, 2012
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Tags: Big Data, Procurement, Project Management
Supplier Information Performance Management
Melissa Drew
April 19, 2012
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Tags: Big Data, Procurement, Risk Management
Introduction to Grammar Based NML (Natural Modeling Language)
Melissa Drew
April 02, 2005
how patented grammar based technology can automate the data normalization, classification and enrichment of spend data, how it work, and how to write industry specific models. Note: this is specific to the application developed by Softface.
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Tags: AI, Big Data, Procurement
Introduction to Star Schema & Developing Star Schema Conceptual Data Model
Melissa Drew
February 15, 2005
What is the star schema, how it work, value over relationship database, and how to develop a star schedule data model from report requirements -> field requirements -> to final data model.
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Tags: Big Data, Leadership, Procurement
ProcureCon Authors Series Getting It Done Right The First Time: Challenging Assumptions Regarding Procurement Transformation
ProcureCon 2022
December 06, 2022
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Tags: Big Data, Digital Transformation, Procurement
Harnessing Data & AI to Transform into the Future
PGRX
September 20, 2022
Abstract: The future is happening now. Procurement & supply chain organizations still lingering behind can not remain competitive in our constantly changing global landscape. Without knowing how to leverage data to its fullest potential, organizations lose the capability to generate value-based outcomes. AI technologies have become the catalyst to do more with less and finally unleash the power of data.
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Tags: Big Data, Digital Transformation, Procurement
Airlines Industry Transformation
OurCrowd
June 30, 2022
- Now is the right time to prioritize transformation
- Playing catch up to the 10 new airlines in production during 2021
- Translating digital transformation into renvenue generating opportunities
- Breaking down organizational silos
- Lessons Learned from other industries
- the 'front seat leader' is pivotal - what does that mean
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Tags: Big Data, Digital Transformation, Procurement
Shifting from the Agile to the Intelligent Organization (Day 1)
ProcureCon West 2022
April 11, 2022
• Where is AI being used today - procurement is already working and using products & services with AI technology
• Culture Shift - What does that mean & are you ready?
• What questions should procurement be asking when
evaluating AI products & services
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Tags: AI, Digital Transformation, Procurement
Importance of Collaboration (Diversity) in Development AI
Women in Data Science Tunisia - AI Summitt Africa
March 17, 2022
Ensuring we have mitigate risk of data bias, social bias, etc. and the impact that has to all stakeholders, not just procurement but for everyone who is using the application built on those bias.
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Tags: AI, Big Data, Procurement
Negotiation the Deal: Key Considerations in Procurement Technology
ProcureCon IT Sourcing
June 06, 2017
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Tags: Digital Transformation, Procurement, Supply Chain
Automating a Global Supplier Performance Management Program
American Express
March 05, 2008
Invited to speak at American Express Global Procurement Leaders to discuss end to end Supplier Lifecycle, Supplier Diversity and Risk.
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Tags: Digital Transformation, Procurement, Supply Chain
Enhancing Commodity Strategies through Sourcing Technology
Melissa Drew
October 01, 2007
Invited to speak at Financial Services Annual Global Sourcing Directors Conference, hosted by American Express
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Tags: Big Data, Digital Transformation, Procurement
Value of Leveraging Aggregated Sourcing / Procurement Model for Non-Profits
Alabama Turfgrass Association
September 24, 1994
Keynote speaker (back then, I was the only speaker) at Annual Turfgrass Conference outlining the approach & benefits of an aggregated Sourcing / procurement model levering US Turfgrass state associations . I.e. increase revenue, reduce cost, and minimize risk. I have a very nice engraved letter opener as a speaker gift.
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Tags: Big Data, Procurement, Supply Chain
Rise of AI technologies and the evolving digital landscape
Stroud and Clarke
November 09, 2022
IBM’s Melissa Drew discusses the rise of AI technologies, the evolving digital landscape for organisations and how to best leverage the power of data
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Tags: Big Data, Digital Transformation, Procurement
Evolution from All-In-One Suites to Hybrid
ProcureTech Podcast
October 24, 2022
As a result of AI Technologies, we are working with up to 40% of new suppliers using AI technologies to develop new products and services supporting every aspect of the enterprise organization. In this interview, we explore how this impacts the future of procurement technology.
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Tags: Big Data, Digital Transformation, Procurement
66 Questions with Melissa Drew
The Data Strategy Show
October 23, 2022
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Tags: Big Data, Digital Transformation, Procurement
Can AI Increase Project Success? Interview with Melissa Drew
Greyfly.ai
October 18, 2022
“The use cases for AI in Project Management are endless” – Melissa Drew
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Tags: Big Data, Digital Transformation, Procurement
Tea Time with Tamra - Supplier Diversity in Technology
ISM - NJ
September 29, 2022
In this 1-hour program, Tamra Pawloski, Global Director, Indirect Procurement, Corteva Agriscience will discuss Supplier Diversity within Technology with our guest, Melissa Drew, Associate Partner, IBM.
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Tags: Big Data, Digital Transformation, Procurement
AI & Supply Chain
Let's Talk Supply Chain
August 09, 2022
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Tags: AI, Procurement, Supply Chain
Melissa Drew on Fast Talk, AI, & Closing the Gender Gap in Supply Chain
Let's Talk Supply Chain
July 29, 2022
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Tags: Supply Chain, Procurement, Leadership
Melissa Drew Shares her thoughts on the Impact of AI, Leadership, and What's Trending
Voice of Supply Chain (from Source Day and ISM NJ)
April 25, 2022
In this episode of Voice of Supply Chain, sponsored by ISM New Jersey and SourceDay, the CMO of SourceDay, Sarah Scudder, is joined by Melissa Drew. Melissa is a total boss lady, wicked smart, and a great speaker and storyteller. She's had quite a supply chain career, knows tons about AI and supply chain technology, and she's here to share all her wisdom.
The biggest takeaway is that? Melissa shares that in order to set up somebody for success, there's a whole host of variables that come with that: What does that person need to be successful? What do I need from that person for me to be successful? And, know that you need to set yourself up for success and recognize that we're all working together. Melissa discusses the importance of self-awareness – reflect on your actions, capabilities and gaps.
01:33 Melissa goes down memory lane to her college years
03:29 The most important thing learned in college and post-college
06:35 Melissa's attraction to data throughout her career
09:41 How she got into the procurement industry
11:19 The biggest miss that companies experience around data
13:23 Post-Kearney and where Melissa is today
15:14 The hardest decision made as a boss and learnings
23:11 Advice for someone try to get into data or tech in the supply chain realm
31:21 A situation in which a company has adopted AI well
34:37 Exciting AI projects to come for procurement in the future
38:26 Notable trends outside of the world of AI
45:19 Melissa's new podcast and the inspiration behind the launch
50:41 Managing being a wife, mom, and businesswoman
55:24 Spitfire round of questions
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Tags: Big Data, Leadership, Procurement
102 Customer Experience Experts Reveal their CX Challenges and Actions
Clootrack
February 21, 2022
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Tags: Big Data, Customer Experience, Procurement
AI in Procurement: Opportunities and Watch-outs
Procuretech Podcast
January 19, 2022
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Tags: Big Data, Digital Transformation, Procurement
Top 25 Consultants - Excellence in Leadership
Consulting Magazine
November 26, 2021
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Tags: Big Data, Digital Transformation, Procurement
Applying AI Technology to Procurement
Art of Procurement
October 25, 2021
Interview highlights how will AI Technologies Impact the Procurement Organization
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Tags: AI, Big Data, Procurement
Hyper-Personalization - Impact of AI in Retail
Crossover Commerce with Ryan Cramer
October 13, 2021
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Tags: Big Data, Customer Experience, Procurement
WLDA & Upcoming 1st Annual Summit
WLDA (Women Leaders in Data & AI)
October 01, 2021
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Tags: AI, Big Data, Procurement
Digital Transformation & AI Technologies
Digital Enterprise Society
September 21, 2021
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Tags: Big Data, Digital Transformation, Procurement
Interview Digital Transformation Direct Products
WBS Rocks
July 19, 2021
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Tags: Digital Transformation, Procurement, Supply Chain
The Hyper-personalized Experience
CX Leader Podcast
June 15, 2021
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Tags: AI, Customer Experience, Digital Transformation
How Hyper-personalization meet Customer Experience
B2C Business to Community
June 09, 2021
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Tags: Big Data, Customer Experience, Procurement
Digital Transformation: OEM vs. Consulting Companies
WBS Rocks
June 03, 2021
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Tags: Big Data, Digital Transformation, Procurement
Interview with Melissa Drew
AI Times Journal
April 29, 2021
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Tags: AI, Digital Transformation, Procurement
2021 Global Leaders in Consulting
Consulting Magazine
April 19, 2021
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Tags: Digital Transformation, Leadership, Procurement
CX Buzz with Melissa Drew
CXBuzz
March 15, 2021
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Tags: AI, Digital Transformation, Supply Chain
Finding the right balance between human and digital interactions
CXFocus
March 14, 2021
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Tags: Customer Experience, Design Thinking, Digital Transformation
What should leaders to do now to prepare for post covid
Thinkers360
March 08, 2021
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Tags: Future of Work, Leadership
International Women's Day 2021
DLA Ignite
March 08, 2021
(page 48) contributing content for the #Ichoosetochallenge theme in 2021.
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Tags: Diversity and Inclusion, Leadership
Member
Women Leaders Association
August 01, 2022
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Tags: Digital Transformation, Leadership, Procurement
Women Leaders in Data and AI (WLDA)
WLDA
May 03, 2021
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Tags: AI, Big Data, Digital Transformation
UNSPSC.org
UNSPSC.ORG
February 08, 2021
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Tags: Big Data, Leadership, Procurement
Sourcing Industry Group
SIG
January 05, 2021
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Tags: Big Data, Digital Transformation, Procurement
Member
Procurious
July 22, 2020
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2020
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2019
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2018
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2017
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2016
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2015
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2014
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2013
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Tags: Big Data, Digital Transformation, Procurement
Member
North Country Toast Masters
January 05, 2013
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Tags: Customer Experience, Leadership, Public Relations
NY Chapter Member
Institute for Supply Management - NY
June 01, 2012
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2011
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Institute for Supply Management - NY
June 01, 2010
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Tags: Big Data, Digital Transformation, Procurement
Member
Women's President Educational Organization
December 01, 2009
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Tags: Diversity and Inclusion, Procurement, Supply Chain
NY Chapter Member
Institute for Supply Management - NY
June 01, 2009
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Tags: Big Data, Digital Transformation, Procurement
Member
Women's President Educational Organization
December 01, 2008
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Tags: Diversity and Inclusion, Procurement, Supply Chain
NY Chapter Member
Institute for Supply Management - NY
June 01, 2008
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Tags: Big Data, Digital Transformation, Procurement
NY Chapter Member
Manhattan Chamber of Commerce
January 01, 2008
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Tags: Leadership, Procurement, Supply Chain
Member
Women's President Educational Organization
December 01, 2007
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Tags: Diversity and Inclusion, Procurement, Supply Chain
Chapter Member
Institute for Supply Management - NY
June 01, 2007
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Tags: Big Data, Procurement, Supply Chain
NY Chapter Member
Institute for Supply Management - NY
June 01, 2006
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Tags: Big Data, Procurement, Supply Chain
NY Chapter Member
Institute for Supply Management - NY
May 01, 2005
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Tags: Big Data, Procurement, Supply Chain
UNSPC
UNSPSC
January 01, 2000
A UNSPSC membership will help your company increase productivity, reduce organizational costs, and improve supply chain efficiency. Members can align with X segments and vote on the following: What to include, what to delete, what to move, what to rename.
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Tags: Big Data, Leadership, Procurement
UNSPC
UNSPSC
January 01, 1999
A UNSPSC membership will help your company increase productivity, reduce organizational costs, and improve supply chain efficiency. Members can align with X segments and vote on the following: What to include, what to delete, what to move, what to rename.
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Tags: Big Data, Leadership, Procurement
Women In ERP - The Good, The Bad, The Ugly (02-2022)
SourceDay
February 01, 2022
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Tags: Big Data, Digital Transformation, Procurement
Procurement Talks - Upping the Ante
Real Sourcing Network
October 07, 2021
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Tags: Big Data, Digital Transformation, Procurement
Business Growth with ERP and Digital Transformation
WBS Rocks
October 01, 2021
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Tags: Change Management, Digital Transformation, Procurement
Digital Transformation - Business Simplification Before Implementation
WBS Rocks
September 23, 2021
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Tags: Big Data, Digital Transformation, Procurement
AI & Manufacturing
App Orchid Inc.
August 26, 2021
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Tags: Big Data, Procurement, Supply Chain
AI & Logistics / Transportation
App Orchid Inc.
August 19, 2021
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Tags: Big Data, Procurement, Supply Chain
Digital Transformation Change Management
WBS Rocks
August 12, 2021
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Tags: Change Management, Digital Transformation, Procurement
AI & Automotive
App Orchid Inc.
July 22, 2021
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Tags: Big Data, Digital Transformation, Procurement
Digital Transformation Enterprise Data
WBS Rocks
July 15, 2021
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Tags: Big Data, Digital Transformation, Procurement
AI & Procurement Process Automation
App Orchid Inc.
July 08, 2021
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Tags: Big Data, Digital Transformation, Procurement
Trainwrecks, Nightmares & Meltdowns: Tales of Contracting Woes
App Orchid Inc.
July 06, 2021
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Tags: Big Data, Digital Transformation, Procurement
What is AI and its Impact in Procurement Part 2
App Orchid Inc.
June 24, 2021
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Tags: Big Data, Digital Transformation, Procurement
Procurement Evolving to Support Decentralized Purchasing
Procurement Foundry
June 22, 2021
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Tags: Big Data, Digital Transformation, Procurement
What is AI and its Impact in Procurement Part 1
App Orchid Inc.
June 17, 2021
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Tags: AI, Digital Transformation, Procurement
Digital Transformation: OEM vs Consulting
WBSRocks
June 03, 2021
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Tags: Big Data, Digital Transformation, Procurement
SAP Ariba Makes Procurement a SNAP for Midmarket
Ariba Live - Las Vegas
March 05, 2018
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Tags: Digital Transformation, Procurement, Supply Chain
Strategies for S2P Implementation
Melissa Drew
October 01, 2010
Positive impact on the procurement department and value of leveraging technology.
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Tags: Big Data, Digital Transformation, Procurement
(52) Skyla Wesolowski - From an Accounting to Automation Degree & Career
Impact of AI (& Data)
January 03, 2023
A recent graduate from Nichols College in Boston, MA and now working as an Automation Engineer at Paragus IT, Skyla started her educational journey with an Accounting degree, but later changed that concentration to technology and automation.
In a conversation with her advisor, it was suggested perhaps Accounting wasn't the right fit. These discussions led to an internship through Center of Intelligent Automation (CIPA) program at Nichols College.
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Tags: Big Data, Digital Transformation, Procurement
(51) Shiran Somech - 'Listen to my Voice'...stories of women who can no longer speak
Impact of AI (& Data)
December 20, 2022
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Tags: AI, Digital Transformation, Procurement
(50) Michelle Dunivan - Data Transforms the Animal Welfare Industry
Impact of AI (& Data)
December 06, 2022
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Tags: Big Data, Digital Transformation, Procurement
(49) Marcia William - Project Intelligence for the 21st Century
Impact of AI (& Data)
November 22, 2022
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Tags: Big Data, Digital Transformation, Procurement
Debbie Botha - Inclusive AI Benefits a Multi-Cultural Global Society
Impact of AI (& Data)
November 16, 2022
It would take 152 years to close the gendergap, if we did nothing more than what we are doing today, according to a World Economc Forum study. This was just one insights during my discussion with Debbie Botha, Global Chief Partnership Officer, who further dscribes the Women in AI organization as a 'Do-Tank' not just another 'Think-Tank'.
"Even with the hardest efforts, we will still be biased human beings .... important teams building the future of our world with AI applications embrace internal diversity as much as they can, in order to create an inclusive AI and represent a right image of a multi-cultural society. That’s why we need... more women in AI, but (also) more diversity in general. This can extend to the skin color, religion, education, country, family, age and etc." Founders of Women in AI.
From a grass roots organization, Women in AI has grown to global organization in 150 countries with boots on the ground in over 40 countries.
Our conversations dives deeper into the following:
- make visible impact on minimizing bias and closing the gender gap
- five (5) ways to increase (or speed up) the process
- how does culture impact hurts or help the progress
- example such as job description, where a small change can make a dig difference
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Tags: Digital Transformation, Diversity and Inclusion, Procurement
Donna Forsdyke - Reducing Bias in Customer & Call Center Operations
Impact of AI (& Data)
November 08, 2022
Is customer service really servicing the customer if the priority is capturing data rather than understanding the customer?
Think about the last time you called customer service and spoke with someone who spent more time on data entry than really helping you, or what about a non-profit organization whose support center is manned by volunteers or interns.
Perhaps the customer service agent does not want to ask the customer to repeat themselves and thereby miss out on documenting key information, or perhaps the agent is so busy hearing the conversation for data entry they are not really listening to the customer's needs.
Wyser is a 2-year-old start-up using AI technologies to document, in real-time, the voice of the customer. This reduces data entry errors while increasing data accuracy. More importantly, it allows the customer service agent to provide service to the customer rather than risk escalating customer frustration even further.
Donna, "we are processing data in the most intelligent way to fully use it without someone having to manually look at it.... able to identify patterns and keywords to establish trends and then adapt accordingly."
Additional topics discussed are:
- Shifting into an early-stage start-up from a long career in industry
- Is this value of what you are doing immediately understood
- Types of bias in the traditional customer service approach
- Cultural challenges in off-shore call centers
- Loss of valuable information due to individuals who are slow at data entry
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Tags: Big Data, Digital Transformation, Procurement
Erin McFarlane - Farimarkit is Solving Procurement Challenges with AI Technologies
Impact of AI (& Data)
October 11, 2022
With the increase of AI technologies and, at the same time, a decrease in the cost of using those technologies, we are seeing a rise in startups and small businesses that can focus attention on solving specific business challenges.
In this episode, Erin McFarlane, VP of Product Innovation at the Boston, MA startup Fairmarkit is doing just that with a new round of funding in 2022, bringing 'fairness to the market is possible.
Three (3) years ago, Erin took a risk to shift from working on the buy-side, most of her professional career, to the supply side and work with a very young start-up company.
Erin, "Policies often state using procurement at a threshold of $X. P-card is reserved for smaller but more frequent spending. The middle ground is where Fairmarkit excels, supporting both direct & indirect spending."
Additional topics covered:
- What lured you away from industry to a start-up?
- Fairmarket overview
- What use cases is Fairmarkit solving for?
- Does it really cost more for the organization to use diverse suppliers?
- What and where are the AI technologies used?
- Lessons Learned in working with Startups from Erin
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Tags: Big Data, Digital Transformation, Procurement
Kerry Calnan - The Future of Talent Acquisition (1st US Undergrad 'Intelligent Automation Degree)
Impact of AI (& Data)
September 28, 2022
As older generations (last of the baby boomers) are expected to be fully out of the workforce in the next 5-8 years, the organization will be left with a void of resources with deep expertise expanding over a career of 25 years.
Their replacements? A new wave of resources leveraging data and AI technologies. Many of us already in the workforce have learned on the job or been taught by co-workers. What about the generation in college/university today? Can we continue to expect the current formal education will be enough?
Kerry Calnan, VP of Innovation & External Affairs at Nicols College in MA, USA, leads by experience, fostering capabilities such as the Center for Intelligent Process Automation (currently going into its 3rd year) and in Fall 2022, will launch a new 4-year degree 'AI Automation.'
Intending to link real-world experiences at the undergraduate level, Nicols College is continuing its efforts to remain at the forefront of education and emerging technologies combined with the 21st-century skill needed in our constantly changing global landscape.
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Tags: Future of Work, Leadership, Procurement
Mara Pometti - Purposeful AI Strategy (across the AI lifecycle)
Impact of AI (& Data)
September 14, 2022
Our guest today is Mara Pometti. She outlines her professional journey from Journalist to AI Strategist and covers topics
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Tags: AI, Digital Transformation, Procurement
Laura Dohle - Prioritizing User-Centric (UX) Design in AI Projects
Impact of AI (& Data)
August 26, 2022
User experience (UX) design defines a user's experience when interacting with a digital product, application, or website. It is the primary layer between the user and the technology.
Design decisions in UX design are often driven by research, data analysis, and test results rather than aesthetic preferences and opinions.
Software applications focus on UX design to bridge the gap between the results of the application and how the end user interacts with those results. There hasn't been a lot of focus on (UX) User-Centric Design Experience with AI-driven results.
Laura's past six years as a UX Designer - and recently focused on AI applications in the past three years -have uncovered additional value to the stakeholder by including UX Design as part of the AI Lifecycle.
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Tags: Customer Experience, Digital Transformation, Procurement
The Future of Food & AI Technologies
Impact of AI (& Data)
July 29, 2022
I love food & I have embraced AI Technologies. I was really excited to discover Andrew Yip, Head of Future Foods at Monde Nissan Singapore.
In this conversation with Andrew we take a discovery perspective of breaking down food to its chemical components, understanding taste and texture, and where AI technologies are getting deployed today and where we might be seeing AI Technologies in the future.
Think kitchen in a restaurant or research. With new roles such as a Food Technologist, technology and food are fusing together more and more.
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Tags: AI, Digital Transformation, Procurement
The Role of the Value Added Reseller for AI Startups
AI Time Journal
July 12, 2022
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Tags: Digital Transformation, Procurement, Startups
Combining Satellite & AI Technologies To Restore Deforestation
AI Time Journal
July 05, 2022
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Tags: AI, Big Data, Procurement
Using AI to Eliminate Human Bias in Spend Analytics
Impact of AI
June 27, 2022
What if using AI technologies could remove the unconcious human bias when evaluating & segmenting unstructured data? What if we are no longer required to store petabytes (1 petabyte = 1M gigabtyes), of historical industry specific data to referenced and compare to?
That is the focus of the discussion with Adriano Garibotto, Co-founder - Chief Sales & Marketing Officer at Creactives SpA.
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Tags: Big Data, Digital Transformation, Procurement
Storytelling is Essential for AI Adoption
AI Time Journal
June 21, 2022
Most of us are good at what we do, but waiver when it comes to effectively communicating to the rest of the organization, the value-based results we just delivered.
This is where understanding the Art of Storytelling becomes the next set of skills in your toolbelt: an empathy building skill
Julienne B. Ryan joins me to chat about the importance of story telling and provide some key take-aways you can start practicing tomorrow.
Why Does Story Telling Work So Well:
1. Storytelling works because the human brain is wired for narratives. It exists in the human brain since time began in every culture.
2. Data provides facts. Story builds context and connects the facts. It forms the pathway to connection. Facts plus emotion = memory.
3. Storytelling helps us with our critical thinking. Change the script, the narrator, creates opportunities to rethink situations and interactions.
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Tags: Big Data, Customer Experience, Procurement
Using Data to Link Executive Goals to Valuable Outcomes
Impact of AI
June 15, 2022
This episode is an overview of all things data from a point in time when executive leaders say 'This is our goal for this year' to understanding how to identigy & 'right size' the enterprise data to support those strategic goals. I 1st heard the term 'right-size' when I worked in waste management.
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Tags: Big Data, Leadership, Procurement
Divya Dwivedi - Fluidity of AI in the Legal System in India
Impact of AI
June 09, 2022
Discussion today focuses on how AI is slowly started to making its way into the legal system in India, as well as, trends Divya is observing as a practising advocate (lawyer / attorney). A constant learner, she has recently has focused on AI policy and auditing for AI processes. Divya also talks about global resources and connections she has used which can assist others in starting or continuing your education journey in AI privacy, policy, etc.
Divya (दिव्या द्विवेदी) Dwivedi is a practising advocate at the Supreme Court of India. An Engineer turned Lawyer with experience in ensuring the legality of commercial transactions of Corporate world involving fields like AI, IoT, Data Privacy, IPR (Patent Drafting, Patents, Trademark Filing, Copyright Maintenance, IP Portfolio Management), Company Law, Technology Laws, Cyber Laws, Cyber Forensics, Environmental Compliances, Gender Justice, Legal due diligence.
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Tags: AI, Legal and IP, Procurement
Deploying AI Weather Solutions Internationally
Impact of AI
June 06, 2022
We explore deploying AI weather technology and why on-premise or in-country solutions was the better path vs cloud-based / satelite. There are 195 countries world-wide with various cultures and close borders, we may interact with from procurement, technology, data, and/or change management.
We explore the obstacles & value of deploying in-country weather solutions with a goal to positively impact 195 countries worldwide. #ai4good
Anna Prouse is an internationally recognized foreign correspondent with expertise in Middle Eastern, African, European, and Indonesian culture, politics, and business.
She has combined her expertise, in collaboration with Atmo, who develops in-country weather #aitechnology to provide higher confidence in the predictability of weather conditions.
Brilliant storyteller, this episode takes you deeper into countries and cultures we may never have an opportunity to experience in our lifetime.
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Tags: AI, Big Data, Procurement
Inspiring the Next Generation of Data Scientists
AI Time Journal
May 17, 2022
Discussion with Mikaela Pisani Leal (Uruguay) from Girls In Tech about data science, the perspective of technology on women and girls, and more.
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Tags: Big Data, Leadership, Procurement
Data Granularity in Digital Marketing
AI Time Journal
May 10, 2022
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Tags: Big Data, Digital Transformation, Procurement
Diversity & Ethics in Mass Data Collection
AI Time Journal
April 26, 2022
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Tags: AI, Big Data, Procurement
AI Facilitates Social Media Content
AI Time Journal
April 22, 2022
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Tags: Big Data, Digital Transformation, Procurement
Conversational AI Augments Customer Experiences with Ryan McDonald
AI Times Journal
April 12, 2022
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Tags: AI, Digital Transformation, Procurement
Predictive Analytics in Strategic Sourcing
AI Times Journal
March 29, 2022
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Tags: Big Data, Digital Transformation, Procurement
Data Science Improves Health Equity
AI Times Journal
March 22, 2022
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Tags: Big Data, Digital Transformation, Procurement
AI Drives Innovative Solutions in Self-Care Products
AI Times Journal
March 14, 2022
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Tags: AI, Digital Transformation, Procurement
AI Accelerates Carbon Footprint Research
AI Times Journal
March 01, 2022
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Tags: AI, Big Data, Procurement
Predictive Analytics in Maricopa County
AI Times Journal
February 22, 2022
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Tags: Big Data, Digital Transformation, Procurement
Refining Marketing Strategy with AI | Ep. 33 Heather Johnston
YouTube
February 14, 2022
Refining Marketing Strategy
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Tags: Big Data, Digital Transformation, Procurement
Computer Vision Amps Recycling | Ep. 32 Amanda Marrs
AI Time Journal
February 08, 2022
In this episode of the AITJ podcast, we talk to Amanda Marrs, about how AI and computer vision are revolutionizing recycling, how robots can protect humans from hazardous jobs, and more!
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Tags: AI, Digital Transformation, Procurement
Optimizing the Data Governance Cycle Time
AI Time Journal
January 25, 2022
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Tags: Big Data, Digital Transformation, Procurement
No-Code ML Reduces AI Lifecycle
AI Time Journal
January 18, 2022
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Tags: AI, Big Data, Digital Transformation
Pivotal Role in Defining AI Value
AI Times Journal
January 11, 2022
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Tags: AI, Big Data, Procurement
Post Production AI Model Drift
AI Times Journal
January 04, 2022
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Tags: AI, Big Data, Digital Transformation
AI Journey in Financial Services
AI Times Journal
December 21, 2021
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Tags: Big Data, Digital Transformation, Procurement
Perspectives from a Machine Learning Architect
AI Time Journal
December 14, 2021
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Tags: AI, Big Data, Procurement
Considerations when Scaling AI
AI Times Journal
November 30, 2021
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Tags: AI, Digital Transformation, Procurement
The AI (data) Procurement Gap
AI Times Journal
November 19, 2021
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Tags: Big Data, Digital Transformation, Procurement
Perspectives from a CDO Executive Advisor
AI Time Journal
November 10, 2021
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Tags: Big Data, Digital Transformation, Procurement
Creating the Corporate Data Citizen
AI Time Journal
November 05, 2021
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Tags: Big Data, Digital Transformation, Procurement
Data is at the Heart of Big Solutions
AI Time Journal
October 29, 2021
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Tags: Big Data, Digital Transformation, Procurement
Diverse Data Strengthens Value-Based Outcomes
AI Times Journal
October 22, 2021
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Tags: Big Data, Digital Transformation, Procurement
The Consumer Data Footprint in Healthcare
AI Times Journal
October 15, 2021
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Tags: Big Data, Digital Transformation, Procurement
Fostering a 21st Century Team
AI Times Journal
October 08, 2021
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Tags: Big Data, Leadership, Procurement
Perspectives from a Data Scientist
AI Times Journal
September 29, 2021
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Tags: Big Data, Digital Transformation, Procurement
AI’s Evolution in Emerging Risk Insurance
AI Times Journal
September 23, 2021
In this episode of the AI Time Journal Podcast, Melissa Drew speaks with Janet Comenos, CEO & Co-Founder of Spotted, Inc., about how AI helped evolve Comenos's Emerging Risk insurance business and how others can apply AI to their own insurance businesses.
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Tags: Big Data, Digital Transformation, Procurement
Accelerating Your AI Journey
AI Times Journal
September 15, 2021
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Tags: Big Data, Digital Transformation, Procurement
CAO's Role in Developing a Data Culture
AI Times Journal
September 08, 2021
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Tags: Big Data, Digital Transformation, Procurement
The Human - AI Partnership in Spend Analytics
AI Times Journal
August 20, 2021
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Tags: Big Data, Digital Transformation, Procurement
Value of AI in the Contract Lifecycle
AI Times Journal
August 17, 2021
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Tags: AI, Digital Transformation, Procurement
CDO v4.0 is the New Value Creator in the Organization
AI Times Journal
July 22, 2021
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Tags: Big Data, Digital Transformation, Procurement
The 'Front Seat' Leader is Key to Embracing AI Technologies with Laura Goodrich
AI Times Journal
July 01, 2021
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Tags: Change Management, Leadership, Procurement
Change Management - Proving Value for the Non Believer
Melissa Drew
February 08, 2022
Developing the right Change Mgmt. Framework, is similiar to building the right kind of chair that will not fall down over time.
Starting with the Foundation - 3 legged stool
Leg 1 - Traditional Program focused on 80% end users, to minimize the negative impacts of change
Leg 2 - Targeted approach to the remaining 20% of the users who can indavertenly create an obstacle for sustainable end user sucess
Leg 3 - Executive Leadership needs attention as well. If your leadership is not saying or doing anything, then they are really saying a lot! If leadership is not communicating the right message, telling the right story, and with consistency, then leadership can become the largest obstacle.
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Tags: Change Management, Digital Transformation, Leadership
Data Ethics & Bias for Procurement Professionals
Melissa Drew
November 10, 2021
- Introduction to AI & Cognitive Technologies
- What is Ethical AI & Why do we care
- How does this impact procurement - what to look for when evaluating AI solutions
- Considerations and Check List
- Conclusion
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Tags: Big Data, Digital Transformation, Procurement
Hyper Personalization in Health Care
Melissa Drew
September 16, 2021
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Tags: Big Data, Customer Experience, Digital Transformation
Impact of Millennials in the Workforce: International Perspective
Melissa Drew
June 05, 2019
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Tags: Future of Work, Leadership, Procurement
Diversity & Inclusion
Melissa Drew
June 03, 2019
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Tags: Digital Transformation, Leadership, Procurement
Thinking Differently - Analytics & Spend Management
Melissa Drew
April 19, 2018
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Tags: Big Data, Digital Transformation, Procurement
Effective Communications for Supply Chain Professionals
Melissa Drew
March 15, 2018
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Tags: Change Management, Customer Experience, Procurement
Negotiation the Deal: Key Considerations in Procurement Technology
Melissa Drew
June 06, 2017
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Tags: Big Data, Digital Transformation, Procurement
Strategic Sourcing Building the Foundation
Melissa Drew
February 23, 2016
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Tags: Big Data, Digital Transformation, Procurement
CFO: Procurement's Impact on Carbon Footprint
Melissa Drew
April 12, 2015
For the NYC Department of Education, I redesigned the logistics & supply chain processes consolidating 17 suppliers into a single 3PL to deliver all school materials, science kits and supplemental information, across 1300+ public schools in 5 boroughs. Presentation included an analysis of the additional benefits to reduction of carbon footprint & traffic congestion caused by large semi-trucks. Presented to CFO of NYC Department of Education and aligned with the NY state Green Initiatives promoted by the Governor.
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Tags: Big Data, Procurement, Supply Chain
Calculating Spend to Develop Buying Channel (strategic sourcing)
Melissa Drew
April 02, 2015
Overview of souring buying channels with a decision tree to provide guidance on when and how to purchase. Including data collection of spend, defining addressable spend and how to calculate it.
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Tags: Big Data, Procurement, Supply Chain
Maximizing Savings Through Procurement Operations
Melissa Drew
January 13, 2015
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Tags: Big Data, Digital Transformation, Procurement
Supplier Information Performance Management
Melissa Drew
March 08, 2013
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Tags: Big Data, Digital Transformation, Procurement
Modern Day Challenges in Spend Management
Melissa Drew
March 05, 2013
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Tags: Big Data, Digital Transformation, Procurement
Attract, Motivate, Retain Millennial Workforce
Melissa Drew
February 23, 2013
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Tags: Future of Work, Leadership, Procurement
Assessing Risk Throughout S2P Lifecycle
Melissa Drew
February 23, 2013
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Tags: Big Data, Procurement, Risk Management
Identify, Manage, & Reduce Supplier Risk
Melissa Drew
January 22, 2013
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Tags: Big Data, Procurement, Risk Management
Principles of Project Management
Melissa Drew
December 18, 2012
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Tags: Big Data, Procurement, Project Management
Enhancing Commodity Strategies Through eProcurement
Melissa Drew
June 01, 2009
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Tags: Big Data, Procurement, Supply Chain
Total Cost of Ownership: Global Sourcing Case Study
Melissa Drew
May 15, 2007
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Tags: Digital Transformation, Procurement, Supply Chain
Developing the Foundations of a Supplier Diversity Program
Melissa Drew
January 22, 2007
Outline program framework for a new Supplier Diversity Program specific to Estee Lauder
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Tags: Diversity and Inclusion, Procurement, Supply Chain
Spend Visibility - Foundation for Effective Procurement
Melissa Drew
August 01, 2003
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Tags: Big Data, Procurement, Supply Chain
Building the Cube
ATKearney
January 01, 1999
What do you buy, who do you buy from, and where do you purchase from. Understanding how to capture data and develop a spend cube.
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Tags: Big Data, Procurement, Supply Chain
Sourcing Opportunity Assessment Framework
ATKearney
January 01, 1999
Defining total spend, sourceable spend, how to define sourcing categories, positioning those categories to outline a wave strategy based on spend volume versus supply market complexity.
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Tags: Big Data, Procurement, Supply Chain
Normalized Spend Data
ATKearney
January 01, 1999
To support the opportunity assessments, spend data had to be manually normalized and classified using the UNSPSC. The presentation outlined how to use MS Access Database to yield results in 9 weeks to support the opportunity assessment outcome.
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Tags: Big Data, Procurement, Supply Chain
The Impact of AI Technologies in Procurement
ISM NY
August 24, 2022
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Tags: AI, Digital Transformation, Procurement
Disruptive Innovation in Procurement
Procurement Foundry
August 16, 2022
Host and Speaker for Procurement Foundry's Engage Conference on November 2-3, 2023.
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Tags: AI, Digital Transformation, Procurement
Wiping The Slate Clean: A True Procurement Team of the Future For 2022
ProcureCon West 2022
April 12, 2022
CPO Invite Only Interactive Workshop - understanding how the impact of AI will foster the procurement teams of the future and steps needed to move in the right direction
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Tags: AI, Leadership, Procurement
Saving Big With Sustainable Sourcing
ProcureCon West 2022
April 11, 2022
Sustainable sourcing has taking center stage across so many organizations and continues to be vital to a company’s overall reputation. This workshop will focus on key success stories and challenges encountered by sourcing professionals in developing supplier diversity and sustainability programs.
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Tags: Big Data, Digital Transformation, Procurement
How is AI impacting our procurement organization & our teams
Art of Procurement (digital outcomes 2022 conference UK)
March 08, 2022
Augmenting the tactical, can AI elevate procurement's focus to the strategic
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Tags: AI, Digital Transformation, Procurement
Change Management - Leading With Change Mindset
Women Leaders in Data and AI
February 10, 2022
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Tags: Change Management, Digital Transformation, Leadership
Impact of AI in Procurement - Introduction to Data Ethics & Bias
GSA-UK
November 10, 2021
- Introduction to AI & Cognitive Technologies
- What is Ethical AI & Why do we care
- How does this impact procurement - what to look for when evaluating AI solutions
- Considerations and Check List
- Conclusion
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Tags: AI, Big Data, Procurement
Hyper Personalization in Health Care
Cardinal Health
September 16, 2021
Audience of 135 people across Cardinal Health U.S. associated with FUSE division, which was "created to live at the intersection between emerging technology and healthcare"
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Tags: AI, Big Data, Customer Experience
Impact of Millennials in the Workforce: International Perspective
Ariba Live - Barcelona
June 05, 2019
Looking the state of the Millennial workforce on a global scale, the presentation highlighted where the Millennials are today, the potential impacts to consider, and as the largest generation of workforce, how our global procurement & supply chain will shift as new countries emerged with growths in population.
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Tags: Future of Work, Procurement, Supply Chain
Diversity & Inclusion
Ariba Live - Barcelona
June 03, 2019
My introduction speech prior to the KeyNote Speaker - at the Diversity & Leadership Luncheon - provided a creative approach to outlining the values of Diversity and Inclusion.
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Tags: Diversity and Inclusion, Leadership, Procurement
Advantages of eProcurement: On Demand vs Behind Firewall
Melissa Drew
October 08, 2018
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Tags: Big Data, Digital Transformation, Procurement
Maximizing Savings Through Procurement Operations
ProcureCon Indirect East
February 12, 2015
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Tags: Big Data, Digital Transformation, Procurement
Supplier Information Performance Management
Institute for Supply Management - AZ
March 28, 2013
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Tags: Digital Transformation, Procurement, Supply Chain
Modern Day Challenges in Spend Management
Institute of Supply Management - Central Florida
March 05, 2013
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Tags: Big Data, Digital Transformation, Procurement
Attract, Motivate, Retain Millennial Workforce
Institute for Supply Management - Chicago
February 23, 2013
Specific to US how should organizations Attract, Motivate, and Retain this new generation of workforce who have very differently priorities than those before.
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Tags: Future of Work, Leadership, Procurement
Value of Diverse Suppliers in Procurement
Melissa Drew
February 28, 2012
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Tags: Diversity and Inclusion, Procurement, Supply Chain
Mitigating Cultural Risks in Outsourcing Relationships
Institute for Supply Management - NY
August 04, 2011
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Tags: Digital Transformation, Procurement, Risk Management
Assessing Risk throughout S2P
ProcureCon Indirect
February 12, 2011
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Tags: Digital Transformation, Procurement, Risk Management
Leveraging Supplier Network and Maximizing Diversity Spend
ProcureCon Indirect
February 11, 2009
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Tags: Digital Transformation, Diversity and Inclusion, Procurement
Total Cost of Ownership: Global Indirect Sourcing Case Study
Institute for Supply Management - NY
May 15, 2007
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Tags: Big Data, Procurement, Supply Chain
Developing the Foundations of a Supplier Diversity Program
Melissa Drew
January 22, 2007
Outline development of a new Supplier Diversity Program, value, and benefits.
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Tags: Diversity and Inclusion, Procurement, Supply Chain
Spend Visibility - Foundation for Effective Procurement
Institute for Supply Management - Boston
August 01, 2003
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Tags: Big Data, Procurement, Supply Chain
Thinking Differently - Spend Management
Institute for Supply Management - NY
April 19, 2018
Delivering full day workshops for 7 CEUs
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Tags: Big Data, Digital Transformation, Procurement
Effective Communications for Supply Chain Professionals
Institute for Supply Management - NY
March 15, 2018
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Tags: Digital Transformation, Procurement, Supply Chain
Strategic Sourcing - Building the Foundation
Institute of Supply Management - CT
February 18, 2018
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Tags: Big Data, Digital Transformation, Procurement
Strategic Sourcing Building the Foundation
Institute for Supply Management - NY
February 08, 2018
Delivering full day workshops for 7 CEUs
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Tags: Big Data, Digital Transformation, Procurement
Strategic Sourcing - Building the Foundation
Institute of Supply Management - CT
December 11, 2017
Delivering full day workshops for 7 CEUs
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Tags: Big Data, Digital Transformation, Procurement
Building The Foundation - Fundamentals of Procurement
Institute for Supply Management - NY
September 15, 2016
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Tags: Big Data, Digital Transformation, Procurement
Strategic Sourcing - Building the Foundation
Institute for Supply Management - NY
April 28, 2016
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Tags: Big Data, Leadership, Procurement
Principles of Project Management
Institute for Supply Management - NY
April 07, 2016
Delivering full day workshops for 7 CEUs
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Tags: Big Data, Procurement, Project Management
Strategic Sourcing - Building the Foundation
Institute for Supply Management - NY
February 23, 2016
delivering full day courses for 7 CEUs
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Tags: Big Data, Procurement, Supply Chain
Principles of Project Management
Melissa Drew
April 09, 2015
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Tags: Supply Chain, Procurement, Project Management
Calculating Spend to Develop Buying Channel (strategic sourcing)
Melissa Drew
April 02, 2015
Overview of souring buying channels with a decision tree to provide guidance on when and how to purchase. Including data collection of spend, defining addressable spend and how to calculate it.
See publication
Tags: Big Data, Procurement, Supply Chain
Maximizing Your Management Skill - For Procurement & Supply Chain professional
Melissa Drew
March 11, 2014
Understanding your management style, impact to others and how to adjust to maximize value. Management in virtual teams and across cultures. Create & maintain career development plan. Giving performance evaluations including class & team exercises.
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Tags: Leadership, Procurement, Supply Chain
Maximizing Management Skills for Today’s Supply Chain Teams
Melissa Drew
March 11, 2014
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Tags: Leadership, Procurement, Supply Chain
Principles of Project Management
Institute for Supply Management - NY
February 06, 2014
Instructor for ISM Delivering full day workshops for 7 CEUs
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Tags: Big Data, Procurement, Project Management
Supplier Information Performance Management
Institute for Supply Management - AZ
March 29, 2013
Delivering full day workshops for 7 CEUs
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Tags: Big Data, Digital Transformation, Procurement
Identify, Manage, & Reduce Supplier Risk
Institute for Supply Management - NY
February 28, 2013
Instructor for ISM delivering full date workshop for 7 CEUs
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Tags: Procurement, Risk Management, Supply Chain
Identify, Manage, & Reduce Supplier Risk
Institute for Supply Management - NY
February 28, 2013
Instructor delivering full day workshop for 7 CEUs
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Tags: Big Data, Procurement, Risk Management
Principles of Project Management
Institute for Supply Management - NY
January 17, 2013
Instructor for ISM full day workshop delivering 7 CEUs
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Tags: Big Data, Procurement, Project Management
Principles of Project Management
Institute for Supply Management - NY
December 18, 2012
Delivering full day workshops for 7 CEUs
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Tags: Big Data, Procurement, Project Management
Risk Management for Supply Chain Professionals
Institute for Supply Management - NY
May 02, 2012
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Tags: Big Data, Procurement, Risk Management
Supplier Information Performance Management
Institute for Supply Management - NY
April 19, 2012
ISM Instructor delivering full day workshop for 7 CEUs.
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Tags: Big Data, Digital Transformation, Procurement
Project Management for Supply Chain Professionals
Institute for Supply Management - NY
February 16, 2012
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Tags: Big Data, Procurement, Project Management
Enhancing Commodity Strategies Through eProcurement
Financial Services Global Sourcing Directors Conference (hosted by Amex in Arizona)
June 01, 2009
Workshop introducing eProcurement to support strategic sourcing. Deeper dive into 3 commodities with analysis impacting increase savings, shift in roles and responsibilities, and organization alignment with the procurement organization.
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Tags: Big Data, Digital Transformation, Procurement
Introduction to Grammar Based NML (Natural Modeling Language)
Melissa Drew
February 15, 2005
how patented grammar based technology can automate the data normalization, classification and enrichment of spend data, how it work, and how to write industry specific models. Note: this is specific to the application developed by Softface.
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Tags: AI, Big Data, Procurement
Introduction & Developing Star Schema Conceptual Data Model
Melissa Drew
February 15, 2005
What is the star schema, how it work, value over relationship database, and how to develop a star schedule data model from report requirements -> field requirements -> to final data model.
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Tags: Big Data, Leadership, Procurement