Case Studies

Case Study - How Grid Resolves 79% of Tickets With Duckie

5 min read

Eric Anthony López

Head of GTM

Case Studies5 min read

Grid needed a platform that could go beyond canned responses — something that could handle real resolution logic, without custom dev work. See how they achieved 79% autonomous ticket resolution.

How Duckie Transformed Customer Support at Grid

Grid needed a platform that could go beyond canned responses — something that could handle real resolution logic, without custom dev work.

The Duckie Difference

Grid needed a platform that could go beyond canned responses — something that could handle real resolution logic, without custom dev work.

Step-by-step approach:

  • Started with FAQ-type tickets to validate Duckie's performance
  • Connected backend systems for live product-state data
  • Went live within weeks

Duckie's Impact

Duckie powered a wide range of automated use cases — not just surface-level chat replies, but end-to-end workflows built around compliance, security, and business logic.

Key use cases include:

  • Subscription & Membership: Manages the full lifecycle of subscription support — from fee explanations to cancellations and edge-case disputes
  • Payments & Refunds: Retrieves account balance info, handles "why was I charged" issues, failed payments and refunds automatically
  • Account Management: Automatically verifies and routes sensitive account update requests

Results:

  • 79% of incoming tickets fully resolved by Duckie — no agent involvement
  • 75% of those tickets completed in under 5 minutes
  • 15,000+ tickets per month handled autonomously
  • Agents shifted to complex, high-impact tickets — improving both morale and service quality

What Grid Says

"Duckie has fundamentally changed how we think about support. We're not just deflecting tickets — we're actually resolving them."

Looking Ahead

Grid continues to expand Duckie's capabilities, adding new workflows and integrations to handle even more complex customer scenarios.