Roadmap

Git analytics + Delivery tracking + AI impact measurement.

Scout started as a Git analytics tool. It's becoming an Engineering Intelligence platform — the only tool that connects your issue tracker, your Git data, and your AI adoption into a single picture of how your team delivers software.
⚖

Core

DORA, SPACE, Activity Score, review balance

Git data
⚙

Delivery

Feature throughput, lead time, cost scoring

Git + Jira / Linear
⚡

AI Impact

Before/after rollout, bottleneck detection, ROI

Git + Copilot / Cursor / Claude
Shipped Core
GitLab + GitHub providers
Connect your repos, auto-sync commits, MRs, reviews.
DORA metrics + Activity Score
Deployment frequency, lead time, 5-dimension radar chart.
Dashboard, Team, My Actions
KPIs with period comparison, heatmaps, review matrix, actionable suggestions.
RBAC, billing, onboarding
7 roles, FREE/PRO plans, 4-step setup wizard, welcome flow.
Next Delivery + AI Impact
Delivery
AI Impact
Feature Cost
Ticket detection in Git data Delivery
Auto-detect Jira/Linear keys (PROJ-123) in branches, commits, and MR titles. No API needed — just regex on existing data.
Feature throughput + WIP Delivery
"8 features delivered this sprint" instead of "12 MRs merged". Real delivery metrics on the dashboard.
AI adoption timeline AI Impact
Declare when your team adopted AI tools (Cursor, Claude Code, Copilot). Scout uses this as a pivot date for before/after analysis.
Before/after comparison AI Impact
See how throughput, cycle time, MR size, review load, and quality changed since AI adoption. All from Git data you already have.
Feature Cost Score Cost
Score per ticket: lead time, code size, review rounds, contributors. "This feature cost 2x your team average." Relative to team median — no salary data needed.

The insight only Scout can provide

"You deployed Cursor 2 months ago. Throughput is up 40%, but MRs are 2x larger, pickup time doubled, and 70% of reviews land on one person. Features cost 28% less in lead time but 15% more in review effort. AI accelerates production but creates a review bottleneck."

Later Enrichment
Jira + Linear integration
Connect your issue tracker for precise lead times, sprint data, ticket types. Jira Hygiene Score: is your board actually up to date?
AI impact dashboard + alerts
Dedicated view with adoption curves, automated insights, and alerts when AI adoption creates bottlenecks.
GitHub Copilot API
The only AI tool with a real org-level API. Acceptance rate, lines generated, seat utilization — correlated with Git delivery metrics.
Bitbucket provider
Third Git provider. Architecture is ready.
Future Scale
Export PDF/CSV
Monthly reports. Feature cost, DORA, AI impact.
Weekly email digest
Team metrics summary. Forward-friendly for organic growth.
Slack integration
Bot posts digests in your team channel.
Team goals
"Get cycle time under 2 days this month." Progress bar on the dashboard.
Public dashboard
Shareable read-only link for investor decks and Slack.

Worklog · Scout