Signals are behavioral and intent patterns that Chordia's Compass engine identifies across customer conversations. Each signal represents something specific that happened — or didn't happen — during an interaction. Unlike keyword matching or sentiment scores, signals are grounded in the structure of the conversation: what was said, in what context, and what it means for your operation.
sig.handoff_without_resolution

Handoff Without Resolution

Resolution Quality
  |  
Universal

What This Signal Detects

A handoff without resolution occurs when a customer gets transferred or escalated but their original issue remains unresolved at the end of the interaction. This is different from a routine transfer — this is when the transfer happens but the customer’s problem doesn’t get solved, even after being passed to another agent or department.

This signal identifies the most frustrating type of customer experience: having to explain your problem multiple times, going through multiple agents, and still not getting an answer. It captures both the process failure (transfer was needed) and the outcome failure (issue still unresolved).

Why It Matters

Handoffs without resolution create compounding friction. The customer not only endures the inconvenience of being transferred — explaining their issue again, potentially waiting on hold, starting over with a new agent — they also end the interaction with their original problem unsolved.

These interactions generate the highest customer effort scores and the most complaints. A customer who gets bounced between departments without resolution is far more likely to escalate, post negative reviews, or cancel service than someone whose issue is resolved on the first attempt.

For operations, handoffs without resolution signal routing problems or skill gaps. If customers are being transferred but still not getting help, either they’re going to the wrong place or the receiving team isn’t equipped to handle the issue.

How It Works

Compass identifies interactions where both conditions are present: a transfer or handoff occurred during the conversation, and the customer’s issue remained unresolved when the interaction ended. This includes warm transfers, cold transfers, escalations to supervisors, and handoffs to specialized teams.

The signal distinguishes between transfers that successfully resolve issues and those that don’t. A customer who gets transferred to billing and has their account corrected isn’t flagged. A customer who gets transferred to billing and still has an unresolved billing question is.

What Teams Do With This

Call routing teams use this data to identify where transfers are failing. If handoffs to technical support consistently result in unresolved issues, it may indicate that the routing criteria need adjustment or that technical support needs additional training on specific issue types.

Quality assurance teams focus on these interactions for coaching opportunities. They reveal both the original agent’s limitations (why the transfer was needed) and the receiving team’s gaps (why the issue remained unresolved).

Operations managers track handoff success rates across departments. A team that receives many transfers but resolves few issues may need process improvements or additional resources.

This signal is part of Chordia’s Signal Intelligence capabilities.