Pivoting to Technology Adoption

Three financial services leaders. 77 combined years across fintech, insurance, and commercial banking. They have never met, never compared notes, and never coordinated a message. And they all arrived at the same conclusion: AI adoption in financial services fails when governance, people, and experience are treated as afterthoughts. 

In this compilation episode of Pivoting to Technology Adoption, host Donna P. Mitchell brings together the sharpest moments from three conversations that independently validated her 70%

TOPICS COVERED:

•        Why AI is "a sociopath with no understanding of

•        Why governance is THE key player in AI adoption for

•        Why AI will not replace commercial lenders — there is

•        How "agency equals bias" when amplified

•        Why 30 years of industry expertise cannot be replaced —

•        How vibe coding reduced fintech development from 125

•        Why executives who invest in AI now will see ROI by

•        The audit, compliance, and interoperability gaps nobody

CHAPTERS:

(00:00) Welcome and Introduction

(00:27) The 70% Failure Rate and Behavior Change — Jeff Mahony

(02:33) AI Is a Sociopath — Jeff Mahony

(04:01) Human Oversight and Anomaly Management — Jeff Mahony

(04:46) Audit, Compliance, and the Governance Gap

(06:21) Why Enterprises Fail at AI — Srinath Chandramohan

(08:27) Governance Is the Key Player — Srinath Chandramohan

(08:45) 30 Years of Expertise Cannot Be Replaced — Srinath Chandramohan

(11:18) Executives Must Invest in AI Now — Srinath Chandramohan

(12:47) Vibe Coding: 125 Hours to 25 Hours — Walt Postlewait

(17:03) Technology Adoption Failure: $200K+ Lost — Walt Postlewait

SUBSCRIBE: for new episodes every Tuesday.

FEATURING:

Jeff Mahony is Co-Founder of RYT and Save Daily Holdings with more than 30 years building scalable financial systems. He is the voice behind the "AI is a sociopath" framework for responsible AI governance. (EP101)

Srinath Chandramohan is a Senior Manager at EY with 17+ years driving enterprise transformation in regulated industries. He advises executive stakeholders on insurance modernization, AI adoption, and governance frameworks. (EP104)

Walt Postlewait is Co-Founder of Portfolio Watch and Chief Credit Officer at MStreetX. With 30+ years in commercial banking and CDFI leadership, he grew Craft3 lending from $14M to $55M and deployed $600M+ to underserved communities. (EP105)

ABOUT DONNA P. MITCHELL:

Founder of The Transformation Authority™ and CEO of Mitchell Universal Network LLC. Official Member of Forbes Business Council. 48 years of Fortune 500 experience across 5 industries, enabling 150,000+ professionals.

GET THE BOOK:

Pivoting to Technology Adoption: Mind the Gap

amazon.com/dp/B0GP3CWH2H

CONNECT WITH DONNA:

LinkedIn:

YouTube:

Subscribe:

Website: pivotingportal.com

NEWSLETTER:

The Transformation Brief™

transformationbrief.beehiiv.com/subscribe

SPEAKING & ADVISORY:

pivotingportal.com/speaker

New episodes every Tuesday.

Official Member of Forbes Business Council

Adoption gaps are not technology problems. They are

TOPICS COVERED:

•        Why adoption gaps are really leadership gaps and

•        The CRAFT Agilities Framework™ — the leadership system

•        What a real enterprise platform failure looks like from

•        Why chasing AI before fixing the experience is a costly

•        How SMBs can use AI as a business intelligence tool

•        Contact center modernization: culture, metrics, and

•        Healthcare AI: where it is advancing and where legacy

•        

CHAPTERS:

(00:00) Welcome and Introduction

(02:55) Customer Experience as a Business Discipline

(04:05) AI in the Contact Center: Automation vs.

(06:10) The CRAFT Agilities Framework™ Explained

(08:57) Who Should Be in the Room: Leadership and Adoption

(11:29) Real Client Story: The ERP Failure No One Saw Coming

(13:23) The Next CX Economy: Why Experience Is the

(16:41) SMB Advantage: Data, Agility, and AI as Business

(19:19) Contact Center Modernization: Getting Unstuck

(25:46) The Conversion Rate Question and Culture vs. Metrics

(32:17) Healthcare AI: Legacy Systems, Compliance, and Agent

(39:11) Who Bryant Serves and How to Connect

(40:45) Embrace Waiting Children: Mission-Driven Leadership

(42:32) Nonprofits, Technology Adoption, and the Tools

(46:03) Closing

SUBSCRIBE: New episodes every Tuesday.

ABOUT THE GUEST:

Bryant Richardson is the founder and president of Real Blue

LinkedIn: linkedin.com/in/bryantrichardson/

Website: bryantrichardson.com | thenextcxeconomy.com

ABOUT DONNA P. MITCHELL:

Founder of The Transformation Authority™ and CEO of Mitchell

GET THE BOOK:

Pivoting to Technology Adoption: Mind the Gap

amazon.com/dp/B0GP3CWH2H

CONNECT WITH BRYANT:

LinkedIn: linkedin.com/in/bryantrichardson/

CONNECT WITH DONNA:

LinkedIn: linkedin.com/in/donna-mitchell-a1700619

YouTube: @TheTransformationAuthority

Website: pivotingportal.com

NEWSLETTER:

The Transformation Brief™ transformationbrief.beehiiv.com/subscribe

SPEAKING & ADVISORY:

pivotingportal.com/speaker

New episodes every Tuesday.

Official Member of Forbes Business Council

70% of technology transformations fail. In this panel episode, two Oracle leaders explain why the AI adoption gap is widening — and what enterprises must fix before the next investment cycle.

TOPICS COVERED:

(00:00) Welcome and Panel Introduction

ABOUT THE GUESTS:

Pradyumna "Prady" Kodgi is a Multicloud Integration Specialist at Oracle Health & AI and technical reviewer for O'Reilly (Secure APIs). With nearly two decades of enterprise integration experience, he architects scalable, event-driven systems across multi-cloud environments.

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH DIGS:

CONNECT WITH PRADYUMNA:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Why do 70% of technology transformations fail? Six experts. Six gaps. Mind the Gap. In this special compilation episode, Donna P. Mitchell brings together six of the sharpest voices from Pivoting to Technology Adoption to answer the question every C-suite executive is asking — and most are getting wrong.

TOPICS COVERED:

(00:00) Introduction — Why 70% of Technology Transformations Fail

(00:52) Allen Martinez — Shadow AI and the Shadow Ledger

(02:56) Rupali Kumbhani Who Should Be in the Room When AI Strategy Begins

(03:06) Rupali Kumbhani - AI Cannot Be Your Strategy

(05:50) Rupali Kumbhani - The Banking CEO Who Asked the Wrong Question

(07:04) Rupali Kumbhani - What Conversation Should C-Suite Be Having

(07:20) Chris Majer — The 3 Variables Framework and the AT&T Transformation

(10:25) Pradyumna Kodgi - Cloud Integration

(20:54) When AI Is Already Off the Rails — Who Do You Call

(21:30) Paul Crafer — AI Governance and the ARISE Framework

(21:59) Paul Crafer — BYOD to AI: The Bottom-Up Adoption Pattern

(23:14) Digs Sen Gupta — Why Data Readiness Determines AI Success

(26:27) Closing — Mind the Gap

FEATURING:

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Official Member of Forbes Business Council

Integration is not a back-end IT function — it is a business foundation. In this episode, Oracle's Pradyumna Kodgi explains why enterprises that skip integration strategy before adopting AI are setting themselves up for failure.

WHAT'S COVERED:

Why integration should be driven by business requirements, not technology

How data silos are the biggest barrier to AI adoption

Why healthcare has the most challenging integration landscape

How agentic AI will transform healthcare operations

Why you should design your systems for peak load, not daily volume

(00:00) Welcome and Introduction

(05:47) Why Every Enterprise Needs an Integration Strategy

(07:40) How AI Depends on Integration

(08:33) What Does the Right Data Look Like?

(13:08) Why Companies Adopting AI Without a Foundation Fail

(15:24) Use Case: 2 Million Transactions a Day

(18:24) Healthcare, AI, and the Most Siloed Data in Any Industry

(22:17) Retail Trends and AI-Driven Integration

(26:39) The Elements of Successful Integration

(30:14) Key Takeaways: Integration Is a Business Foundation

ABOUT THE GUEST:

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH PRADYUMNA:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Official Member of Forbes Business Council

Why do 70% of enterprise AI transformations fail? Because organizations chase tools instead of strategy. In this episode, Donna P. Mitchell speaks with Rupali Kumbhani — Global Strategic Transformation Executive who has led enterprise-wide change at Revantage (Blackstone) and University of Chicago Medicine — about why the biggest barrier to AI adoption isn't the technology. It's leadership mindset, data readiness, and organizational trust.

TOPICS COVERED:

(00:00) AI Cannot Be Your Strategy — AI Is Part of Your Strategy

(00:16) Introduction

(02:41) AI Cannot Be Your Strategy — The Mindset Shift

(04:32) The Banking CEO Who Asked the Wrong Question

(05:38) It's Not Who's in the Room — It's How They Think

(07:03) Active Listening Without Bias

(07:55) Finding Your Change Ambassadors

(09:00) Winning Over Resistant Teams

(12:36) AI Frustration, Burnout and Loss of Trust

(13:41) Leadership Confusion in the Age of AI

(15:08) Clarity in Chaos — Short-Term vs. Long-Term

(19:02) Two Levels of AI Fear — C-Suite vs. Employees

(19:49) The Adoption Model — Education and Governance

(21:54) Data Security — What Keeps Transformation Leaders Up at Night

(22:14) Why Most Organizations Are NOT Ready to Scale AI

(24:02) Nonprofits and Data Strategy

(26:35) Responsible AI — Bias, Algorithms and Human Accountability

(28:51) Implementation Rescue — Global Enterprise Methodology

(31:59) AI Chatbot Launch Through Teamwork

(32:59) How to Connect With Rupali Kumbhani

ABOUT THE GUEST:

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH RUPALI:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Official Member of Forbes Business Council

How does a news photojournalist covering crime scenes become a med tech storyteller funding nonprofit impact? In this episode, Donna P. Mitchell speaks with Jason Ellinger, Co-Founder of Beard & Bowler Productions, about how covering an 11-year-old's funeral made him rethink his entire career — and how his company now uses the HERO Grant model to fund nonprofit storytelling through corporate revenue.

TOPICS COVERED:

(00:00) You're Not the Hero, You're the Guide

(00:09) Introduction

(01:58) Jason Ellinger — Who Is Beard & Bowler

(04:09) The 11-Year-Old's Funeral That Changed Everything

(06:31) Deacon Willie Davis and the Community Garden

(08:11) Finding the Why — Storytelling for Impact

(08:52) How the HERO Grant Was Born

(10:31) The Number One Mistake Businesses and Nonprofits Make

(11:05) The 7-Part StoryBrand Formula

(12:23) Why 70% of Revenue Came From Med Tech

(14:40) The Impossible Goal — 50 HERO Grants in One Year

(15:48) The Flip — Team Buy-In and 100% Conviction

(17:15) Pivoting From Nonprofit to Enterprise

(21:45) AI Adoption — Automation for Nonprofits and Executives

(24:01) Master Operating Prompt and Voice Maps

(26:18) Custom GPT for Story Editing — Days to Hours

(28:13) Second-Degree Recon — AI-Powered LinkedIn Outreach

(30:19) Donna's Gut Check — Protecting Your Network

(33:22) Med Tech Storytelling — Nerve Blocks to Ankle Replacements

(35:05) Who Jason Wants to Reach

(36:29) How to Connect With Jason

(36:57) Closing

ABOUT THE GUEST:

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH JASON:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Official Member of Forbes Business Council

Most organizations in critical sectors have significant AI governance gaps. In this episode, Donna P. Mitchell speaks with Paul Crafer — VP Services EMEA at Assessed Intelligence, ForHumanity Fellow, and former Apple leader — about why most organizations are failing at AI governance and what the free, hand-mapped ARISE framework does to fix it.

TOPICS COVERED:

(00:00) Risk Shouldn't Be a Competitive Differentiator

(00:17) Introduction

(03:15) Paul's Journey From Apple to AI Governance

(04:45) How He Found ForHumanity

(05:58) DeepSeek as a Sputnik Moment

(09:01) What Is the ARISE Framework

(10:28) Why ARISE Is Free and Hand-Mapped

(15:05) Risk Shouldn't Be Competitive

(21:59) What Is Temperature in an LLM

(24:06) Nigeria Financial Inclusion Project

(27:53) Nigerian Presidential Committee Partnership

(31:17) Where Assessed Intelligence Operates

(33:52) Will the EU Stand Firm on the AI Act

(36:16) AGI Hype — Do Not Panic

(36:50) How to Connect With Paul

ABOUT THE GUEST:

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH PAUL:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Official Member of Forbes Business Council

99% of transformations start with systems and processes — and that's why they fail. In this episode, Donna P. Mitchell speaks with Chris Majer — founder of the Human Potential Project, Amazon best-selling author, and transformation architect behind $4 billion in documented client results — about why most organizational transformations fail and what actually works.

TOPICS COVERED:

(00:00) Introduction

(01:38) The 3 Variables Framework: Mood, Leadership, Systems

(02:55) Why Mood Is Everything in Transformation

(04:55) The Paint Scraping Analogy: Why New Systems Don't Stick

(08:09) Allianz Life Case Study: $10M to $685M Return

(10:40) Why 9-Month Programs Work, Not 3-Day Workshops

(13:48) Action Cycles: For the Sake of What?

(17:02) Navigating Governance Without Waiting Forever

(18:25) Two Types of Companies That Won't Transform

(19:03) The Training Camp Speech: Why Cutting Investment Fails

(21:42) How COVID Killed Innovation and What to Do Now

(24:45) Radio to TV to AI: Historical Perspective on Disruption

(28:06) Reskilling for the AI Era

(29:27) Embodied Competence: Understanding Is the Booby Prize

(31:38) No Learning Occurs Inside Your Comfort Zone

(33:06) Centering Practice and Final Wisdom

(34:27) How to Connect With Chris

ABOUT THE GUEST:

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH CHRIS:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Official Member of Forbes Business Council

AI reduced FinTech development from 125 hours to 25 hours. But it will never replace commercial lenders. In this episode, Donna P. Mitchell speaks with Walt Postlewait — 30-year commercial banking veteran, CDFI leader who deployed $600M+ to underserved communities, and co-founder of Portfolio Watch — about why AI will transform some lending but never replace the human judgment required for commercial credit decisions.

TOPICS COVERED:

(00:00) Introduction

(02:30) Walt's Background: 30 Years in Commercial Banking

(04:45) Vibe Coding: 125 Hours to 25 Hours Development

(08:20) What Is Portfolio Watch?

(11:30) CDFIs Explained: The Best-Kept Secret

(15:20) Technology Adoption Failure Case Study

(19:45) Get Past Salespeople, Talk to Actual Tech Folk

(22:10) Why AI Won't Replace Commercial Lenders

(24:28) Too Much Humanity in Credit Decisions

(27:00) Where AI Will Impact Lending

(29:30) AI Governance: Wild, Wild West

ABOUT THE GUEST:

ABOUT DONNA P. MITCHELL:

GET THE BOOK:

CONNECT WITH WALT:

CONNECT WITH DONNA:

NEWSLETTER:

SPEAKING & ADVISORY:

New episodes every Tuesday.

Official Member of Forbes Business Council