KPI Tree

Linear Metric

Issue Tracking

Capacity Utilisation = (Allocated Estimate Points / Available Capacity) × 100

Team Capacity Utilisation measures the proportion of available team capacity that is actively allocated to Linear issues. It compares the total estimated work assigned to the team against their available capacity, accounting for team size and any known availability constraints.

LinearIssue Tracking

Team Capacity Utilisation

Team Capacity Utilisation measures the proportion of available team capacity that is actively allocated to Linear issues. It compares the total estimated work assigned to the team against their available capacity, accounting for team size and any known availability constraints.

How to calculate team capacity utilisation

Capacity Utilisation = (Allocated Estimate Points / Available Capacity) × 100

Why team capacity utilisation matters for Linear users

Optimal utilisation ensures that teams are productive without being overburdened. Over-utilised teams experience burnout, increased errors, and higher turnover. Under-utilised teams represent wasted investment and missed delivery opportunities.

For Linear teams, capacity utilisation data enables evidence-based decisions about work allocation. It helps leaders identify teams with spare capacity for new initiatives and teams that need relief before quality or morale suffers.

Understand and act on team capacity utilisation with KPI Tree

KPI Tree calculates utilisation from Linear assignment and estimation data in your warehouse. Place this in your resource management tree alongside workload balance and velocity metrics.

Assign RACI ownership to engineering managers for capacity balance. Set alerts for utilisation rates outside the sustainable range to catch problems early.

Get started with your Linear data

Query using MCP
MCP

Pull metrics from Linear directly through the Model Context Protocol.

Data Warehouse
SnowflakeBigQueryDatabricksRedshift

Connect your existing warehouse where Linear 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.

Explore team capacity utilisation across integrations

Empower your team to understand and act on Linear data

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

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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.

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