Beyond Data: How Playlist Vibe Coded a Custom Rec Ops dashboard with GoodTime’s MCP

Wednesday, July 22nd

1 PM ET · 10 AM PT

Patrick Cole

Senior Product Manager, GoodTime

Kory Wood

Senior Manager, People Operations (AI Transformation and Strategic Initiatives), Playlist

Most recruiting teams have a lot of valuable data sitting inside their hiring systems — but it’s not always easy to turn that data into clear, real-time insights.

So what happens when a TA Ops leader combines GoodTime data, flexible APIs, Greenhouse data, and AI-assisted development tools?

They can build a custom recruiting command center designed around their team’s exact workflows.

Join Patrick Cole, Senior Product Manager at GoodTime, and Kory Wood, Senior Manager, People Operations — AI Transformation and Strategic Initiatives at Playlist, for a customer-led fireside chat on what it takes to turn recruiting operations data into real-time visibility. Together, they’ll explore how Playlist used GoodTime MCP to extend its hiring systems into a custom operational dashboard that gives their team a clearer view of scheduling health, coordination bottlenecks, and recruiting workflow performance.

While GoodTime provides robust reporting and analytics out of the box, Playlist saw an opportunity to go a step further — creating a real-time layer of insight tailored to the way their team actually works.

Tune in to learn:
  • How Playlist used GoodTime’s MCP and Greenhouse data to build a custom recruiting operations dashboard
  • The operational metrics and workflow insights their team monitors in real time
  • How MCP and AI-assisted development tools helped accelerate dashboard creation and experimentation
  • Practical ways TA Ops teams can operationalize scheduling and coordination data beyond standard ATS reporting
  • Why flexible, secure access to recruiting data creates a strategic advantage for enterprise talent teams — especially compared to more closed recruiting platforms
  • How GoodTime enables customers to extend and customize hiring workflows through MCP, APIs, and integrations
We’ll close with a live Q&A so attendees can pressure-test these ideas against the workflows and reporting challenges inside their own organizations.

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