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Engineering Health

360° Visibility

One unified score for every layer of your engineering org — from individual contributors to entire departments. No dashboards to build. No spreadsheets to maintain.

3

Levels of Visibility

Org, team, and individual member

4

Score Dimensions

Speed, Quality, Throughput, Collaboration

Real-time

Updates

Always current — no manual refreshes

Zero

Setup Required

Connect your VCS and you're live

Org 360°75th Percentile · Last 90 days

Overall Score

82

/ 100

Speed

74

Medium

Quality

88

High

Throughput

79

Medium

Collab

91

High

Review Time

1d 4h

Needs Focus

Coding Time

18m

Elite

Merge Rate

100%

Elite

Org-Level Clarity

A single score that tells the whole story.

Signals rolls up every engineering signal — cycle time, review velocity, merge rate, collaboration patterns — into one weighted score across four dimensions. Engineering leaders get an instant health read on the entire org without digging through raw metrics.

  • Overall score broken into Speed, Quality, Throughput, and Collaboration dimensions
  • Period-over-period trend — see whether performance is improving or declining
  • Surfaces exactly where to focus — "Needs Focus" flags with context, not just numbers
  • Elite, High, Medium, and Low ratings benchmarked against industry percentiles

Team-Level Drill-Down

Understand every team's performance in detail.

Zoom into any team and see the same four-dimension score, a full cycle time breakdown, and trend charts over time. Know exactly which stage of the delivery pipeline is slowing teams down — and get the data to act on it.

  • Cycle time broken into Coding, Pickup, Review, and Merge stages
  • Weekly trend charts to spot seasonal patterns and improvements
  • Speed, Quality, Throughput, and Collaboration tabs for focused analysis
  • Industry average benchmarks alongside every metric — know where you stand
Team Performance Deep Dive
SpeedQualityThroughput

Metric

Value

Status

Cycle Time

3d 14h

Medium

Cycle Time Variance

3d 6h

Needs Focus

Coding Time

20m

Elite

Cycle Time Breakdown

Coding

20m

Elite

Pickup

4m

Elite

Review

1d 4h

Focus

Merge

18m

Elite

What You Get

Every layer of your org — visible, measurable, improvable.

Stop flying blind. Signals gives engineering leaders, managers, and teams the data they need at exactly the right level of detail.

Org 360°

Executive-level health score across the entire engineering organization. Benchmarked by percentile so you always know where you stand against industry peers.

Team 360°

Per-team scorecards with full cycle time breakdowns, trend charts, and dimension-level deep dives. Give every engineering manager a clear picture of their team's performance.

Member 360°

Individual contributor metrics for fair, data-driven 1:1s and reviews. Spot your highest performers and identify where team members need support — without guesswork.

Benchmarked by Percentile

Compare against the 50th, 75th, and 90th industry percentiles. Understand if your cycle time is truly fast — or just fast for your org.

Trend Analysis

See how scores move over any date range. Measure the real impact of process changes, new tooling, or team restructuring — with actual data.

PR-Level Drill-Down

Click into any metric to see the exact PRs behind it — titles, authors, cycle times, and status. Go from org-wide score to a specific pull request in two clicks.

How It Works

Connect. Score. Improve.

01

Connect your repositories

Link GitHub, GitLab, or Bitbucket in minutes. Signals immediately starts ingesting PR and commit data — no agents or code changes needed.

02

Scores are calculated automatically

Signals computes Speed, Quality, Throughput, and Collaboration scores across every org, team, and member — updated continuously as new PRs merge.

03

Identify what needs attention

Signals surfaces the exact metrics that need focus — with industry benchmarks as context — so you know what to work on and why it matters.

04

Track improvement over time

After every change, compare periods to measure real progress. From review time improvements to throughput gains — see the delta, not just the current state.

What if your team could ship 2x faster?

Engineering teams find hidden time in workflows with SignalsAI. Want to see what yours looks like?

Free insights · No strings attached