REVEALEDThe Engineering Time Leak Crisis

Reclaim the Invisible
60% of Engineering Time

Your teams lose ~60% of their time to workflow waste—not coding problems. AI boosted coding speed, but productivity didn't improve. Here's why, and how to fix it.

The Invisible 60% includes:
  • ✓Context switching & interruptions
  • ✓PR idle time & review delays
  • ✓Manual coordination & follow-ups
  • ✓Rework from misalignment

Time Leak Analysis

60% Waste
Time Distribution (This Sprint)
Coding 40%Waste 60%
Avg PR Idle
2.5d ↑ 47%
Context Switches
23/day ↑
Rework Rate
23%
Manager Overhead
47%
The Hidden Truth

Why AI Didn't Fix Engineering Productivity

AI boosted coding speed, but productivity didn't improve. Because coding is only 40% of engineering time—the other 60% is lost to workflow waste.

The Invisible 60%

Most engineering time is lost to workflow waste that doesn't show up in dashboards

PR Delays

PRs sitting idle for 72+ hours

~15%

Context Switching

Slack pings & coordination

~20%

Manual Updates

Status reports & ticket hygiene

~15%

Rework

Misalignment & scope changes

~10%

Engineering Time Leak Audit

Uncover where your engineering org loses 60% of its time—before you spend on new tools or hire more people

Where Time Actually Goes

Breakdown of PR idle time, review delays, ticket churn, cycle time contributors, interrupt patterns, and meeting overhead

  • ✓PR queue analysis
  • ✓Context switch frequency
  • ✓Manager coordination load

Delivery Bottlenecks

Identify what's actually slowing down delivery—scope churn, untracked work, or communication gaps

  • ✓Scope change impact
  • ✓Work-in-progress patterns
  • ✓Communication gap analysis

Cost of Waste

Convert time lost into spend wasted and savings potential. Most teams see 10-20% savings opportunity

  • ✓Rework cost analysis
  • ✓Coordination overhead
  • ✓Savings projections

How It Works

Get your time leak diagnosis in 3 simple steps

1
Connect

You connect GitHub + Jira (read-only)

2
Analyze

Signals analyzes ~7 days of workflow patterns

3
Discover

You receive a time-leak breakdown + improvement map

Why Leaders Run This Audit

Different roles, same benefit: reclaim the invisible 60%

For Heads of Engineering

  • Improve predictability
  • Run more disciplined workflows
  • Reduce operational waste
  • Give EMs time to lead, not chase

For Engineering Managers

  • Fewer follow-ups
  • Less manual reporting
  • More time for coaching
  • Cleaner execution

For CXOs

  • Unbiased weekly reporting
  • Early visibility into risks
  • Do more with the same team
  • Clear ROI visibility

Ready to Uncover Your Time Leaks?

Find where your engineering org loses 60% of its time—before you spend on new tools or hire more people.

Connect GitHub + Jira (read-only) • 7-day analysis • Free audit report

Integrations

Intelligent Tools & Development Platform Integration

Connect with your modern development tools and engineering platforms to track usage patterns and measure real impact on delivery.

GitHub Copilot

GitHub Copilot

Track Copilot usage patterns and measure its impact on coding velocity and quality.

Cursor

Cursor

Monitor AI-assisted development patterns and productivity improvements with Cursor.

GitHub

Correlate code commits, PRs, and reviews with intelligent tool usage to measure development velocity improvements.

JIRA

Track how AI adoption impacts ticket velocity, story completion rates, and delivery timelines.

CI/CD Systems

CI/CD Systems

Monitor build success rates and deployment frequency as smart tool adoption improves code quality.

Microsoft Teams

Microsoft Teams

Track collaboration patterns and AI tool discussions to understand team adoption and knowledge transfer.

Bitbucket

Bitbucket

Monitor repository activity and code review processes to track AI-assisted development impact.

Slack

Analyze team communication patterns and how AI tools facilitate knowledge sharing.

How It Works

Start Measuring AI Impact in Minutes

Our streamlined process gets you from setup to insights in less than 30 minutes. Connect your tools and start tracking their real impact.

1
10 minutes

Connect your Tools

Integrate with GitHub, Jira, CI/CD systems, and AI tools like Copilot and Cursor with simple one-click connections.

2
10 minutes

Configure your Teams

Set up teams and customize metrics that matter most to your organization.

3
10 minutes

Watch the Magic Unfold

Receive actionable insights and start optimizing your engineering workflow immediately.

4
Ongoing

Continuously Improve

Leverage intelligent recommendations to drive continuous enhancement of your development process.

Enterprise-Grade Security & Compliance

Your data security is our top priority. We maintain the highest standards of compliance and security.

ISO 27001

Certified information security management system ensuring comprehensive data protection

SOC 2 Type II

Independently verified controls for security, availability, and confidentiality

Trusted by enterprises worldwide. Our compliance certifications demonstrate our commitment to protecting your sensitive data and maintaining the highest security standards in the industry.