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Is the future CSM a generalist empowered by specialist AI agents?
Live from Pulse Europe, Eleanora White, Global Head of CS & Solutions Architects at Supermetrics, joins Jenny Calvert to break down how her team is operationalizing Agentic AI inside customer success.
From internal AI agents that reduce friction…
To customer-facing automation at scale…
To autonomous agents that challenge and pressure-test insights…
Supermetrics is building a 3-phase AI roadmap that reshapes how CSMs work — without replacing the human relationship.
If you’re working on AI adoption or retention strategy — this episode is your blueprint.
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Timestamps
0:00 - Preview & Introduction
0:40 - Meet Eleanora White
1:10 - AI as a Team Member
3:39 - Supermetrics’ 3-Phase AI Strategy
5:38 - Removing Friction with Internal AI
6:49 - The Future CSM Profile
9:00 - Hitting GRR Targets in Q4
11:03 - The “Stay-Alive” Retention Strategy
13:15 - Win-Back Metrics & LTV
14:27 - What’s Next for 2026
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What You’ll Learn
* Why the best CSMs will become AI-powered generalists
* How to structure CS teams in the agentic era
* How Agentic AI can serve CSMs internally before customers
* The “stay-alive contract” retention strategy to increase long-term LTV
* How to win customers back without hurting GRR
* Why discovery is the most underrated CSM skill
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Where to Find the Guests
Eleanora's LinkedIn: https://www.linkedin.com/in/eleanora-white/
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Where to Find Jenny:
LinkedIn: https://www.linkedin.com/in/jennycalvert/
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Where to Find Josh:
LinkedIn: https://www.linkedin.com/in/jschachter/
Unchurned Substack: https://unchurned.substack.com/