Time to Resolution
Time to Resolution
The total elapsed time from when a customer first reports an issue to when it is fully resolved and the customer confirms satisfaction, measuring the end-to-end efficiency of the support process.
In-Depth Explanation
Time to resolution (TTR) measures the total time taken to resolve a customer issue from initial contact to confirmed resolution. Unlike average handle time (which measures a single interaction), TTR captures the entire resolution journey, including multiple contacts, escalations, and waiting periods.
TTR components:
- Initial response time: Time from customer contact to first meaningful response
- Diagnostic time: Time spent understanding and investigating the issue
- Resolution time: Time spent implementing the fix or solution
- Waiting time: Time the ticket is pending customer response, third-party action, or internal processing
- Escalation time: Time spent transferring between teams or tiers
- Verification time: Time to confirm the resolution works and the customer is satisfied
Factors affecting TTR:
- Issue complexity and severity
- Agent skill and experience level
- Availability of knowledge base and documentation
- Quality of diagnostic tools and processes
- Escalation procedures and handoff efficiency
- Third-party dependencies
- Customer responsiveness
- Automation and self-service capabilities
TTR optimisation strategies:
- Implement intelligent routing to match issues with the right agents
- Build comprehensive knowledge bases for common issues
- Reduce escalation through training and empowerment
- Automate routine resolution steps
- Set and monitor SLAs by issue type and priority
- Use AI for preliminary diagnosis before agent involvement
- Implement proactive monitoring to detect issues before customers report them
- Track and eliminate recurring issues at the root cause
Business Context
Time to resolution directly impacts customer satisfaction and operational costs. Faster resolution reduces repeat contacts, prevents escalation, and builds customer confidence. It is a critical metric for service level agreements and customer retention.
How Clever Ops Uses This
Clever Ops helps Australian businesses reduce time to resolution through intelligent automation, AI-powered diagnosis, streamlined escalation workflows, and comprehensive knowledge management systems. We focus on eliminating the waiting and handoff time that inflates TTR in most organisations.
Example Use Case
"A managed services provider analyses their TTR data and discovers that 40% of resolution time is spent on internal escalations and handoffs. They implement skills-based routing and empower Tier 1 agents to resolve more issue types. Average TTR drops from 48 hours to 18 hours while first-contact resolution increases from 45% to 65%."