Span products and use cases

Last updated: October 12, 2026

Collection: Getting started · Title: Span products and use cases

Span helps engineering leaders understand how work gets done, where time goes, and what AI is changing, all from the tools their teams already use.

Why it matters

Engineering, finance, and leadership often need different answers from the same data. Span gives each group a view built for its questions, without separate tools or manual reporting.

How it works

Product

What it helps you do

Metrics

Track delivery across the full development lifecycle, including DORA, cycle time, code review, sprint tracking, focus time, and new-hire onboarding. Build custom reports and dashboards.

Allocation

See where engineering time goes: new features, maintenance, or developer experience. Break work into workstreams for planning.

AI Effectiveness

Measure AI adoption, usage, and spend across tools, compare tools, and connect AI use to delivery outcomes.

Surveys

Run developer experience surveys and pulses in Slack, then review sentiment and themes by team, manager, level, or tenure.

Dev FinOps

Support software cost capitalization, R&D tax credit claims, and R&D grant reporting with effort data tied to real work.

Src

Ask questions about your engineering data in plain language, in Span or in Slack, with access limited to the channels and people you choose.

Playbooks

Automate recurring tasks by running Src on a schedule or when a Slack message arrives.

Common use cases

  • Measure AI impact: Compare AI tools and see whether adoption is changing cycle time and output.

  • Plan and report on engineering investment: Show leadership and finance where time goes, by team and initiative.

  • Improve developer experience: Combine survey sentiment with delivery data to find what is slowing teams down.

  • Simplify capitalization reporting: Replace manual time tracking with effort data from Jira and workstreams.

Setup

Every product runs on the same connected data. Connect version control first, then add project management, HRIS, and AI tools to unlock the full set. See Supported integrations for the list.

Things to know

  • Some products need specific connections. Cost capitalization and sprint tracking use Jira. Surveys, Src in Slack, and Playbooks use Slack.

  • Products are available by plan. Talk to your Span team about which products are included in yours.

Related articles

  • Supported integrations

  • Supported AI coding tools

More in Span customer library

Customers and teams running POC get the full library of 130+ articles including:

  • Productivity Metrics: definitions for every metric

  • AI Transformation: AI tool setup, deployment and guides

  • Getting Started: SSO, SCIM, roles, roster, and implementation setuo

  • DORA, Allocation, Cost Capitalization, and Survey guides

Already a customer? Log in (top right corner). Evaluating Span? Talk to us about POC access.

Need help?

Reach out to your Span team or email support@span.app.