KPI Tree

Pylon Metric

Customer Support

Escalation Rate = Escalated Conversations / Total Conversations × 100

Escalation Rate measures the percentage of support conversations in Pylon that are escalated from first-line agents to senior specialists, managers, or engineering teams. High escalation rates indicate gaps in first-tier training, documentation, or tooling that prevent frontline resolution.

Full guide: definition, formula, and benchmarks
PylonCustomer Support

Escalation Rate

Escalation Rate measures the percentage of support conversations in Pylon that are escalated from first-line agents to senior specialists, managers, or engineering teams. High escalation rates indicate gaps in first-tier training, documentation, or tooling that prevent frontline resolution.

How to calculate escalation rate

Escalation Rate = Escalated Conversations / Total Conversations × 100

Why escalation rate matters for Pylon users

Every escalation adds delay and introduces handoff friction. When escalation rates are high, senior agents and engineers spend their time on issues that could have been resolved at the first tier, reducing their capacity for genuinely complex problems.

For Pylon teams, tracking escalation reasons reveals specific knowledge gaps. If a particular product area consistently escalates, creating a dedicated playbook or training module can reduce escalations and free senior capacity for strategic work.

Understand and act on escalation rate with KPI Tree

Track conversation escalation events in Pylon via your warehouse. Model escalation rate in KPI Tree and link it to resolution time, agent productivity, and account health in your support quality tree.

Assign RACI ownership to training leads and use escalation reason data to build targeted training programmes that address the most common first-tier knowledge gaps.

Get started with your Pylon data

Query using MCP
MCP

Pull metrics from Pylon directly through the Model Context Protocol.

Data Warehouse
SnowflakeBigQueryDatabricksRedshift

Connect your existing warehouse where Pylon data already lands.

Professional Services
FivetranSnowflakedbt

Our professional services team can build you turn-key AI foundations in a matter of weeks. Data warehouse on Snowflake/BigQuery, ELT with Fivetran, all modelled in dbt with a semantic layer.

Related Pylon metrics

Agent Productivity Score

Customer Support

Metric Definition

Agent Productivity Score is a balanced composite metric that evaluates support agent effectiveness across multiple dimensions including conversations handled, resolution time, first-response speed, customer satisfaction, and escalation rate. It avoids over-indexing on volume by equally weighting quality indicators.

View metric

Conversation Handoff Analysis

Customer Support

Metric Definition

Conversation Handoff Analysis measures the frequency, reasons, and impact of conversation transfers between agents, teams, or channels within Pylon. It quantifies the additional resolution time and satisfaction impact caused by each handoff, identifying opportunities to reduce unnecessary transfers.

View metric

Average Resolution Time

Customer Support

Metric Definition

Resolution Time = Conversation Resolved Timestamp − Conversation Created Timestamp

Resolution Time measures the total elapsed time from when a customer opens a conversation across any Pylon channel to when it is marked as resolved. It encompasses first response time, investigation, back-and-forth exchanges, and any internal waiting periods. It is a primary indicator of support efficiency.

View metric

Account Health Score

Customer Support

Metric Definition

Account Health Score is a composite metric that evaluates the support health of each customer account by weighting conversation volume trends, sentiment patterns, resolution times, and escalation frequency. It provides an early warning system for accounts whose support experience is deteriorating and may be at risk of churn.

View metric

Explore escalation rate across integrations

Empower your team to understand and act on Pylon data

Map what drives your metrics, measure progress at any grain, prove what works statistically, and deliver personalised action plans to every team member.

Experience That Matters

Built by a team that's been in your shoes

Our team brings deep experience from leading Data, Growth and People teams at some of the fastest growing scaleups in Europe through to IPO and beyond. We've faced the same challenges you're facing now.

Checkout.com
Planet
UK Government
Travelex
BT
Sainsbury's
Goldman Sachs
Dojo
Redpin
Farfetch
Just Eat for Business