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Between Data & Risk

Between Data & Risk

Written by: Dr. Marian Siwiak and Artur Guja
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Between Data and Risk is for founders who are actually building something. After nearly 50 episodes on data, risk, and business ops with corporate leaders, we shifted focus—because the stories that stuck weren’t about scale. They were about the early days, when everything’s uncertain and nothing works yet. Now we talk to founders making real decisions with limited info, tight time, and no safety net. The problems vary, but the terrain is shared: shipping too early, hiring too safe, trusting your gut and hoping you’re right. Your hosts: Artur Guja, ex-CRO and ex-trader who navigated 2008 with gains. Dr. Marian Siwiak, scientist, data whisperer, author of Data Mesh in Action, and creator of artificial sentience. Together, they wrote Starting Data Analytics with ChatGPT. And they still enjoy what matters most: talking to founders figuring it out as they go. Subscribe if you want to learn what works (and what doesn’t) from people who’ve lived it.Copyright 2025 All rights reserved. Economics Management Management & Leadership
Episodes
  • E57: Boards, AI, Mad Mavericks - and The Space for Creativity - with Paul Forrest
    Jul 14 2025

    Why do the smartest people in the room never get hired — and what does AI have to do with it?

    In this episode of Between Data and Risk, Dr. Marian Siwiak sits down with Paul Forrest — investor, CAIO, board advisor, and TEDx speaker — to explore how creativity, chaos, and AI collide in the boardroom.

    We talk about:

    – Why “Mad Mavericks” are critical for innovation (and how to spot the real ones)

    – How boards should rethink AI — not as magic, but as infrastructure

    – What AGI could actually mean for business strategy

    – And how to balance creativity with governance, without crushing either

    👉 Paul Forrest on LinkedIn: https://www.linkedin.com/in/pdf66/

    👉 Watch Paul’s TEDx talk – "Mad Mavericks & The Art of Working with 'Unconventionals'":

    https://www.youtube.com/watch?v=7KvLvKlPBRY&t=69s

    👉 Subscribe for weekly episodes with startup founders, tech leaders, and the occasional troublemaker

    #AI #AGI #BoardLeadership #Innovation #CreativityInBusiness #MadMavericks #Startups #RiskManagement #BusinessStrategy #BetweenDataAndRisk

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    37 mins
  • E56: Mentors, Models, and Misfires: What Early-Stage Founders Actually Need with Peter Whale
    Jul 7 2025

    What do early-stage founders actually need — and why do so many get it wrong?

    In this thought-provoking conversation, Dr. Marian Siwiak sits down with Peter Whale — veteran technologist, startup mentor, and Head of Projects at Signapse — to unpack the real challenges behind building something that works. From mentoring blind spots to the tension between shareholder and stakeholder value, this episode dives into the often-overlooked details that make or break early ventures.

    They explore:

    - How prototyping and market validation can save you from wishful thinking

    - Why trust, alignment, and flexibility matter more than job titles

    - And whether remote work is truly progress — or just another distraction

    💡 If you're building, mentoring, or trying to make your idea real — this one’s for you.

    Takeaways:

    - Mentorship reveals blind spots founders can’t see alone

    - Real value creation outlasts short-term traction

    - Shareholder vs. stakeholder thinking shapes strategy

    - Prototyping and validation beat assumptions every time

    - Alignment and trust are the foundation of effective teams

    - Remote and hybrid workforces need better, not more, tools

    - Luck matters — but preparation decides what you do with it

    Relevant Links:

    Peter Whale's LinkedIn: https://www.linkedin.com/in/peterwhale/

    #mentorship #entrepreneurship #startups #valuecreation #prototyping #stakeholdervalue #businessalignment #remotework #leadership #founderadvice

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    37 mins
  • E55: Leading From the Fire: Startup Leadership Without Burning Out with Arianna Cerrito
    Jun 30 2025

    What does it take to lead a startup without losing yourself?

    In this episode of Between Data and Risk, we’re joined by Arianna Cerrito, founder of Startup and Rise and startup mentor at LSE Generate, for a real conversation about the emotional toll of startup leadership. Arianna and Dr. Marian Siwiak explore what it means to lead from the fire — where everything feels urgent, your people rely on you, and burnout lurks behind every milestone.

    They unpack the invisible decisions founders make daily: when to push, when to rest, and how to build culture and trust that last beyond the chaos of growth. Arianna shares hard-earned lessons about staying connected to your purpose, spotting burnout before it hits, and why values aren’t soft — they’re strategic.

    Whether you're a first-time founder or a scaling leader, this conversation offers practical tools for building something meaningful without breaking yourself in the process.

    Relevant links:

    Arianna Cerrito on LinkedIn: https://www.linkedin.com/in/ariannacerrito/

    Startup and Rise: https://www.startupandrise.com/

    Takeaways:

    - Why company values are your hidden lever for sustainable growth

    - How to delegate without guilt

    - Early warning signs of founder burnout

    - Making remote culture work without micromanagement

    - Reconnecting with your purpose when the chaos takes over

    #Startups #Leadership #Burnout #Founders #RemoteWork #StartupCulture #WorkLifeBalance #FounderWellbeing #TeamTrust #CompanyValues #StartupMentor #BetweenDataAndRisk

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    35 mins
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