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.positive_framing_or_solution_orientation

Positive Framing Or Solution Orientation

Agent Performance
  |  
Universal

What This Signal Detects

Solution-oriented communication focuses on what can be done rather than what cannot be done. Instead of saying “We don’t allow that,” solution-oriented agents say “Here’s what we can do.” Instead of explaining why something is impossible, they present alternative approaches. This mindset shift changes customer perception from feeling blocked to feeling guided toward options.

This signal identifies whether agents used positive framing and solution-oriented language throughout the interaction. It detects constructive guidance, option presentation, proactive recommendations, and next-step clarity rather than blocking language, policy citations without alternatives, or dismissive responses.

Why It Matters

Language framing significantly impacts customer perception of service quality, even when actual resolution capabilities are identical. Customers who hear solution-oriented language rate interactions higher than customers who receive the same resolution through policy-focused or limitation-focused communication.

Solution orientation also encourages customer collaboration rather than defensiveness. When agents frame conversations around options and possibilities, customers engage more constructively in problem-solving. When agents lead with restrictions and limitations, customers often become argumentative or demanding.

From a resolution perspective, solution-oriented agents often discover creative approaches that policy-focused agents miss. By concentrating on what can be done, they identify alternative resolution paths that satisfy customer needs while staying within organizational guidelines.

How It Works

Compass evaluates whether agents used constructive, solution-oriented language when explaining options, next steps, or alternative approaches. This includes positive framing of available actions, proactive recommendations for addressing customer needs, presentation of options rather than limitations, and forward-looking guidance about next steps or alternative solutions.

What Teams Do With This

Customer experience managers track solution orientation rates to measure service delivery quality beyond technical resolution metrics. Teams with higher solution orientation typically show better customer satisfaction scores even when resolution capabilities are similar.

Training teams focus on solution-oriented communication techniques because this is one of the most coachable skills that immediately improves customer perception. Agents can learn to reframe limitation language into option language with relatively simple communication adjustments.

Contact center supervisors identify agents who default to policy explanations and blocking language. These agents often have good product knowledge but need coaching on customer-focused communication approaches that build cooperation rather than resistance.

This signal is part of Chordia’s Quality Monitoring capabilities.