Alter Everything

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Practical AI talk with a human center.

The gist

Alter Everything follows the real-world consequences of AI, analytics, and data work. Its guest-led conversations move from tools and models toward accountability, team habits, clinical risk, community learning, and the human decisions underneath technical change.

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About Alter Everything

Alter Everything sits at the practical edge of AI and analytics. It is less interested in novelty for its own sake than in what happens after a tool enters a workflow, a team, a clinic, or a community. The format is mostly conversational. Guests get room to explain, while the framing keeps returning to use cases, accountability, and how people actually adopt new systems. Recent episodes spend a lot of time with AI, but the show does not treat it as magic. It asks who makes the call, who is affected, and what human systems need to be in place before automation starts shaping decisions. Healthcare brings that tension into sharp focus. A conversation with Dr. Amy Bott looks at patient safety, clinical judgment, and the uneasy space between imperfect human care and imperfect AI support. The show also looks ahead to agents, voice interfaces, modernization, governance, trust, and the difference between an answer machine and AI that can take steps on someone's behalf. Those topics could become abstract quickly. Here, they are grounded in examples such as SQL queries, software tools, reservations, repeatable tasks, and auditable delegation. Sports analytics widens the frame. Ari Kaplan's episode connects data practice with baseball, Formula One, human rights work, and the idea that analytics can change more than dashboards. The Alteryx community episodes give the show a more personal texture. They treat forums, badges, blog posts, events, competition, mentorship, and career pivots as part of the same data culture story. There are also applied episodes on generative AI inside Alteryx Designer, Copilot, workflow design patterns, ESG reporting, sustainability, and finance-facing transformation. The overall mood is warm and collegial. It can get excited about new tools, but it keeps asking where they break, who trusts them, and what expertise still has to stay human. That balance is the show's main appeal. Alter Everything is for listeners who want technology conversations with enough detail to be useful and enough humility to stay connected to real work.

Made for: Alter Everything suits data practitioners, analytics leaders, AI-curious operators, and community-minded technologists who want workplace examples rather than abstract futurism. It also fits healthcare, sports, finance, and sustainability listeners tracking how analytics changes decisions.

What sets it apart: The show stands out by tying technical change to human systems: trust, accountability, career growth, clinical judgment, community support, and organizational readiness. Its interviews are roomy and practical, with guests explaining how ideas behave inside real workflows.

In their own words

Welcome to Alter Everything — a podcast about AI, analytics, and the future of work. To view episode transcripts, leave comments, and connect with guests, visit alteryx.com/podcast

As heard by us

Based on 5 episodes we listened to · September 2026

Alter Everything turns AI and analytics strategy into concrete questions about delegation, accountability, workplace behavior, and real-world risk.

Alter Everything keeps asking what happens after an AI demonstration becomes part of actual work. Joshua Burkow uses interviews to move from broad claims toward operational questions: what an agent should be allowed to do, how organizations establish trust, and where human…

Read our full review in PlayNext →

Why you'd press play

Dinner reservations are the easy part; you want to know when an AI agent should stop.

Press play if you want

  • a plain-English definition of AI agents before Joshua Burkow asks what you would actually delegate
  • a clinician's take on AI as a backstop when a human might miss a question
Read the full recommendation in PlayNext →
AI agents and delegationanalytics workflow designhealthcare AI and patient safetydata community buildingsports analyticsAI governance and trustESG and sustainability reportingcareer growth in analytics

Talks about

Best episodes of Alter Everything

Short reviews from the PlayNext desk, based on the episodes we processed.

203: How to be Human in the Age of AIApr 15, 2026

AI adoption falters when the human system around it is unready.

Alter Everything treats AI less as a tooling debate than as a people one. Joshua Burka's late-2026 thought experiment keeps the focus on ownership, accountability, and the people touched when AI starts shaping decisions, workflows, and outcomes.

202: The State of AI in Healthcare and how to know when AI Is ‘Good Enough’Mar 18, 2026

Healthcare AI works best here when it is anchored in clear use cases, safety, and workflow.

Healthcare AI is treated here less like a shiny product story and more like a question of safety and workflow. The host keeps the central tension in view: where AI can help, where it should stay out of the way, and how leaders judge what good enough means when mistakes in care…

201: Sports Analytics & Human RightsFeb 18, 2026

Ari Kaplan's Moneyball roots frame a conversation about AI, work, and human impact.

Alter Everything uses the conversation with Ari Kaplan to take a broad view of how data travels from sports analytics into workplace decisions.

200: What Does AI Look Like in 2026Jan 21, 2026

A 200th-episode AI checkup on agents, trust, and which work should stay human.

Alter Everything marks its 200th episode by looking ahead to what AI in 2026 might resemble, with Joshua Burkow joined by Patrick McGarry of ServiceNow and Dr. Jupiter Bakeku of Alteryx.

Ep 192: Celebrating 10 Years of Learning and Growth with the Alteryx CommunityAug 27, 2025

A 10-year community tribute that turns forum habits into jobs, badges, jokes, and real help.

Alter Everything turns its 10-year community milestone into a portrait of a forum that functions less like a help desk than a working network.

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Episodes

  1. 1

    203: How to be Human in the Age of AI

    Hidden gem

    Joshua Burka opens with a late-2026 thought experiment, asking what changes when AI starts shaping decisions, workflows, and outcomes.

    Apr 15, 2026·49m·3 clips
  2. 2

    202: The State of AI in Healthcare and how to know when AI Is ‘Good Enough’

    Hidden gem

    The host opens by treating healthcare as the toughest AI test case.

    Mar 18, 2026·46m·3 clips
  3. 3

    201: Sports Analytics & Human Rights

    Hidden gem

    Joshua Burkow opens on Ari Kaplan and the long thread from Moneyball to AI.

    Feb 18, 2026·44m·2 clips
  4. 4

    200: What Does AI Look Like in 2026

    Hidden gem

    The 200th show arrives with Joshua Burkow stepping into the host role going forward.

    Jan 21, 2026·1h 9m·4 clips
  5. 5

    199: Data, Community, and a Farewell to Megan

    A farewell episode for host Megan Bowers, discussing her data career journey, the value of networking, and the future of data analytics.

    Dec 3, 2025·22m
  6. 6

    198: Best Practices for Integrating AI Into Your Alteryx Workflows

    Megan Bowers interviews Andrew Merrill about best practices for integrating generative AI into Alteryx workflows, covering design patterns, challenges, and new features.

    Nov 19, 2025·31m
  7. 7

    197: How Alteryx Empowers Students and Educators

    Nov 5, 2025·18m
  8. 8

    196: AI Model Strategy in Translation

    Oct 22, 2025·29m
  9. 9

    195: Data Analytics for Internal Auditors

    Oct 8, 2025·25m
  10. 10

    194: AI and Data Pipelines

    Sep 24, 2025·25m
  11. 11

    193: Women, Data Science, and Building Inclusive AI

    Sep 10, 2025·26m
  12. 12

    Ep 192: Celebrating 10 Years of Learning and Growth with the Alteryx Community

    Hidden gem

    Megan Bowers marks 10 years of the Alteryx community.

    Aug 27, 2025·24m·1 clip
  13. 13

    191: Data Hot Topics with DataFramed

    Aug 13, 2025·39m
  14. 14

    190: Alteryx Use Cases in the Tax Industry

    Jul 30, 2025·27m
  15. 15

    189: Racing to Success in the Alteryx Grand Prix

    Jul 16, 2025·23m
  16. 16

    188: Bridging the Gap Between Data and Impact

    Jul 2, 2025·29m
  17. 17

    187: How Alteryx Helped Me Land a New Job

    Jun 18, 2025·25m
  18. 18

    186: Harnessing the Power of LLMs with Alteryx and Capitalize

    Jun 4, 2025·29m
  19. 19

    185: Using AI for Clinical Trial Design

    May 21, 2025·22m
  20. 20

    184: Mastering Data Careers

    May 7, 2025·26m
  21. 21

    183: Getting Real Business Value from AI

    Apr 23, 2025·33m
  22. 22

    182: Unleashing Analytics in IT Auditing

    Apr 9, 2025·22m
  23. 23

    181: The AI-Powered Citizen Revolution

    Mar 26, 2025·32m
  24. 24

    180: Using Alteryx for Supply Chain Optimization

    Mar 12, 2025·24m
  25. 25

    179: Zero to Advanced Certified in 23 days

    Feb 26, 2025·22m
  26. 26

    178: From White House Advisory to AI Entrepreneurship

    Feb 12, 2025·26m
  27. 27

    177: From Community Newbie to Alteryx ACE

    Jan 29, 2025·27m
  28. 28

    176: Navigating Data Maturity

    Jan 15, 2025·27m
  29. 29

    175: Leveraging Alteryx in your Data Pipeline – Revisit

    Jan 1, 2025·23m
  30. 30

    174: Leveraging AI to Empower Data Teams

    Dec 18, 2024·23m
  31. 31

    173: Building Effective Centers of Enablement for Alteryx Users

    Dec 4, 2024·28m
  32. 32

    172: AI-driven Agricultural Innovations

    Nov 20, 2024·22m
  33. 33

    171: Optimizing with Alteryx as a Student Intern

    Nov 6, 2024·20m
  34. 34

    170: Analytics & Supply Chain After the Military

    Oct 23, 2024·33m
  35. 35

    169: Exploring Generative AI Solutions Using Alteryx

    Oct 9, 2024·24m
  36. 36

    168: Growing Your Career Through Personal Branding

    Sep 25, 2024·26m
  37. 37

    167: Fixing Dirty Data in the Supply Chain

    Sep 11, 2024·25m
  38. 38

    166: From Career Changer to Analytics Expert

    Aug 28, 2024·23m
  39. 39

    165: Community Voices: What Do You Love about Alteryx?

    Aug 14, 2024·31m
  40. 40

    164: Data Analytics and AI Trends for 2024 and Beyond

    Jul 31, 2024·25m
  41. 41

    163: Alteryx Adoption and Upskilling at GWA

    Jul 17, 2024·30m
  42. 42

    162: The Power of Explainable AI

    Jul 3, 2024·28m
  43. 43

    161: Data Governance and Data Breaches

    Jun 19, 2024·23m
  44. 44

    160: Doubling my Salary: From Accounting to Analytics

    Jun 5, 2024·22m
  45. 45

    159: Exploring Bias in AI

    May 22, 2024·31m
  46. 46

    158: Speeding to the Finish Line using Alteryx

    May 8, 2024·24m
  47. 47

    157: Sustainability Reporting with Alteryx

    Alteryx employees discuss ESG reporting and sustainability efforts within the company and how customers use Alteryx for ESG reporting.

    Apr 24, 2024·29m
  48. 48

    156: Winning with Data Science

    Megan Dibble interviews Akshay Sumanathan about his book 'Winning with Data Science' and how to improve collaboration with data science teams and close the data skills gap.

    Apr 10, 2024·23m
  49. 49

    155: Growing Your Network with the Maveryx Community

    Calvin Tang discusses his journey with Alteryx, his role as a top community contributor, and how to get involved in the Maveryx community.

    Mar 27, 2024·23m
  50. 50

    154: Building an Analytics Center of Excellence

    Mar 13, 2024·30m