AI-Driven Marketing Operations: Scaling Content Production Through Workflow Redesign with Sandy Pell
Updated: Sep 11
Episode Description
In this episode of Data Planet, host Emma Davis interviews Sandy Pell, Senior Director of Corporate Marketing at Invoca, an AI-powered conversation intelligence platform for revenue teams.
They explore how Invoca helps B2C brands connect fragmented contact center interactions with first-party data to create seamless, high-conversion customer experiences.
Sandy breaks down how the company uses AI to unify signals across the digital buyer journey, enabling marketing and contact center teams to better understand intent and accelerate conversions.
Invoca website: https://www.invoca.com
Key Takeaways for AI-Driven Marketing Operations
AI adoption becomes much more powerful when it moves beyond individual experimentation and starts changing how teams work. Sandy shares how Invoca created a structured approach to turn AI curiosity into meaningful change for marketing operations.
Move from isolated AI experiments to structured adoption.
Redesign existing workflows with AI at every step.
Keep human judgment in place when AI underperforms.
Give teams dedicated time and space to experiment.
Document prompts, results, successes, and failures.
Use AI to scale content production across audiences and industries.
Share learnings across teams to accelerate company-wide adoption.
Build AI experimentation around clear processes and business needs.
Invest in training as AI capabilities continue to evolve.
Treat AI adoption as an ongoing operational transformation.
