KPI Tree

Slack Metric

Collaboration

Workflow Usage = Total Workflow Executions / Time Period

Workflow Automation Usage tracks the adoption and execution volume of Slack Workflow Builder automations and custom bot workflows. It measures how many workflows exist, how frequently they are triggered, their completion rates, and the time they save compared to manual processes.

SlackCollaboration

Workflow Automation Usage

Workflow Automation Usage tracks the adoption and execution volume of Slack Workflow Builder automations and custom bot workflows. It measures how many workflows exist, how frequently they are triggered, their completion rates, and the time they save compared to manual processes.

How to calculate workflow automation usage

Workflow Usage = Total Workflow Executions / Time Period

Why workflow automation usage matters for Slack users

Workflow automation in Slack transforms repetitive processes - onboarding checklists, request approvals, status updates - into self-service experiences. Every automated workflow frees up human time and reduces the risk of process errors.

For Slack-centric organisations, automation usage reveals whether teams are embracing self-service or still relying on manual, message-based processes. Low usage may indicate awareness gaps, while high usage with low completion rates suggests workflow design issues.

Understand and act on workflow automation usage with KPI Tree

Extract workflow execution data from Slack into your warehouse and track usage in KPI Tree. Link it to integration usage rate and time-to-resolution in your operations efficiency tree.

Assign RACI ownership to the operations or IT team and set adoption targets for high-impact workflows, tracking time savings as a business outcome.

Get started with your Slack data

Query using MCP
MCP

Pull metrics from Slack directly through the Model Context Protocol.

Data Warehouse
SnowflakeBigQueryDatabricksRedshift

Connect your existing warehouse where Slack 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 Slack metrics

Integration Usage Rate

Collaboration

Metric Definition

Integration Usage Rate = Active Integrations / Total Installed Integrations × 100

Integration Usage Rate measures how actively installed Slack apps and integrations are used, tracking message volume from bots, user interactions with app commands, and workflow triggers per integration. It reveals which integrations deliver value and which are unused overhead.

View metric

Time to Resolution via Slack

Collaboration

Metric Definition

Time to Resolution = Resolution Timestamp − Issue Posted Timestamp

Time to Resolution via Slack measures the elapsed time from when an issue, question, or request is posted in a Slack channel to when it is resolved, as indicated by a follow-up message, reaction, or linked ticket closure. It quantifies Slack's effectiveness as a real-time problem-solving platform.

View metric

Platform Adoption Rate

Collaboration

Metric Definition

Platform Adoption Rate = Active Users / Total Provisioned Users × 100

Platform Adoption Rate measures the percentage of organisation members who are actively using Slack - sending messages, reacting, or engaging with content - within a defined period. It distinguishes between accounts that exist and accounts that are genuinely adopted into daily workflows.

View metric

Workspace Health Score

Collaboration

Metric Definition

Workspace Health Score is a composite metric that evaluates the overall health of a Slack workspace by weighting factors such as platform adoption rate, active channel ratio, engagement depth, DM-to-channel ratio, and notification engagement. It provides a single number for tracking workspace quality over time.

View metric

Empower your team to understand and act on Slack 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