The Sovereign Career Hub Podcast
The Sovereign Career Hub Podcast

Ep 04: Solving the problem first. Letting AI follow (not lead)

21 May 2026 28:31 AI Workflows and Set-Up for Indie HR Practitioners

Listen to episode

About this episode

This week’s episode with transformation consultant and founder of People Efficient, Kate Maddison-Greenwell, explores what AI adoption really looks like inside organisations, beyond the headlines and into the operational realities teams are navigating every day. As part of this week’s theme, I’ll be zooming in on just one thread from that conversation: where organisations actually need to start, so look out for the deep dive article on Monday and the companion resource to help you get to grips with Kate’s advice.

What comes through clearly from Kate’s experience is that many organisations begin in the wrong place. Letting AI lead the agenda is a common starting point.

More effective progress begins with understanding what is getting in people’s way. From overloaded HR teams to fragmented decision-making and the quiet growth of “shadow AI”, she describes how progress happens when you focus on real problems, involve the people closest to them, and build practical solutions that free up time and rebuild trust.

I’m looking forward to exploring this with you, and if you’d like these posts straight to your inbox, you’re very welcome to subscribe.



This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit carolynshepherd.substack.com

Want to find AI jobs?

Join thousands of AI professionals finding their next opportunity

We respect your inbox. Unsubscribe at any time.

© 2026 The Sovereign Career Hub Podcast. All rights reserved.

Common Questions

Frequently asked questions

Quick answers about how DevFound's AI matching, resumes, and referrals work.

DevFound's AI Copilot ingests your profile, goals, and live job data to deliver curated matches in seconds. Every match includes a resume variant, suggested referrals, and interview prep so you can act immediately. The more feedback you provide, the sharper the Copilot becomes.

AI-led job searches shrink the hours spent sifting through boards and formatting resumes. DevFound pairs automation with your personal outreach, so you reserve energy for interviews and negotiation. Traditional networking still matters, but AI gives you a lift before you even send a message.

Modern AI roles expect comfort with production-grade code, data fluency, and practical ML tooling. The strongest candidates pair deep technical chops with storytelling—translating model impact to product, GTM, and exec partners. Continuous learning keeps you ahead as stacks evolve.

DevFound rewards active seekers. Keep your profile fresh, respond to match quality prompts, and enable alerts so you never miss a role. The AI prioritizes companies and teams that align with your feedback, accelerating both introductions and interview invites.

High-density tech hubs continue to host the deepest AI talent pools, yet distributed teams are catching up fast. Use DevFound filters to hone in on onsite, hybrid, or fully remote roles and watch openings expand across time zones.

DevFound aggregates thousands of remote AI openings and flags the nuances—core hours, async culture, and visa needs—up front. The Copilot also recommends how to position your distributed work experience so hiring managers know you can thrive on a remote team.