Maestro AI is an engineering intelligence platform that goes beyond vanity metrics to measure true engineering impact. It uses AI to analyze code changes, team dynamics, and developer productivity to help engineering leaders make better decisions.

How does Maestro AI differ from traditional engineering metrics tools?

Unlike tools that count lines of code or commit frequency, Maestro AI's Impact Intelligence reads and understands every ticket, code review, and line of code to measure what actually matters - true impact on your products and team health.

What is Impact Intelligence?

Impact Intelligence is Maestro's methodology for measuring engineering work based on actual impact rather than activity. It includes Code Impact scores (0-5 rating for code changes) and Review Impact scores to identify meaningful contributions.

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Finally. Smart
Engineering Intelligence.

The first engineering intelligence platform that reads, understands, and measures what actually matters.

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Impact by Person

Last 12w

Person

Code Impact

Review Impact

Derek Harmel

Engineer • Mobile

5.0-31%

7.0+150%

Alex Rockwell

Sr. Engineer • Platform

7.4+19%

3.8+81%

Ambreen Hasan

Staff Engineer • Data

9.2+59%

2.0-52%

Colleen Turner

Product Eng. • Growth

0.0-100%

9.8+88%

David Christensen

Sr. Engineer • Platform

6.0+43%

3.0+43%

Edison Mendez

Sr. Engineer • AI/ML

8.0+48%

1.0-64%

Sarah Chen

Tech Lead • Product

0.0-100%

6.0+87%

Ashlee Pitock

Engineer • Frontend

1.0-71%

4.0+233%

Christian Wilson

Sr. Engineer • Backend

4.0-17%

0.0-100%

Lisa Park

Engineer • Security

3.0-48%

0.0-100%

Marcus Johnson

Engineer • DevOps

2.0-51%

1.0+25%

Tom Rodriguez

Sr. Engineer • Frontend

0.0-100%

Good Evening

Tuesday, October 28

Code Impact jumped +22.4% this week as teams completed the Kubernetes migration, shipped the real-time analytics dashboard, and deployed ML recommendation engine v2.1 to production with early A/B tests showing 18% conversion improvements.

Weekly Snapshot

Impact: This Week vs Average

Code Impact14.2+22.4% ↗

8.018.0

Review Impact6.1-8.5% ↘

4.512.0

Company Avg

Industry Avg

Engineering Focus

Features

50%

Bugs

28%

KTLO

13%

Team Status Updates

Platform Team

Code Impact: 43

Completed Kubernetes migration for core services and deployed new monitoring infrastructure. The team resolved 3 critical performance bottlenecks this week.

Data Team

Code Impact: 51

Shipped real-time analytics dashboard and optimized ETL pipeline performance. Successfully processed 2.3M events with zero data loss.

AI/ML Team

Code Impact: 37

Deployed recommendation engine v2.1 to production and began A/B testing new customer behavior prediction models. Early results show 18% conversion improvement.

Recent Wins

Alex Rockwell

Code Impact: 7.4

Delivered microservices migration for authentication service, achieving 40% improvement in system reliability and 200ms average latency reduction

Ambreen Hasan

Code Impact: 9.2

Built real-time analytics infrastructure that reduced data processing time by 60% while achieving 99.9% uptime for the distributed processing system

Edison Mendez

Review Impact: 4

Provided comprehensive code reviews on critical ML infrastructure PRs, catching 8 performance bottlenecks and suggesting optimizations that improved model training speed by 40%

Trusted by engineering leaders at:

Siqi Chen

CEO, Runway

"I've tried every AI Chief of Staff, and I can confidently say Maestro is the best. I used to anxiously await our weekly status meetings to get progress updates. Now, I get everything I need to know in my daily briefings."

Siqi had tried every AI assistant on the market, but was still anxiously waiting for weekly status meetings to understand his own company. Maestro changed that—suddenly he knew more about project health than his project managers.

Now he's running his company instead of chasing it. His team trusts him more because he stopped constantly asking them what they were doing.

See it in action

Smart metrics and narratives that connect GitHub, Jira, Linear, Slack and all your tools.

AI That Actually Understands Your Engineering Org

Most tools analyze metadata—commit counts, PR velocity, story points. Maestro reads every ticket, every code review, every line of code to understand what your teams actually accomplish.

Beyond Vanity Metrics

Measure what drives outcomes.

Unlike other tools that count meaningless activities, Maestro analyzes the substance and significance of every contribution. Our AI-powered impact metrics cut through the noise to show you who's truly driving your products forward.

Code Impact Per Engineer (By Team)

Platform

Frontend

Backend

Industry Mean

Company Mean

Metrics without context is just noise.

Introducing AI Narratives

The story behind every data point.

Engineering impact is multifaceted—from architecting systems to mentoring teammates to maintaining critical infrastructure. That's why Maestro's AI doesn't just measure—it understands. It synthesizes code activity, team dynamics, and project context into clear narratives tailored for every level of your organization.

Platform Team Updates

Key developments and team milestones

Kubernetes deployment pipeline completed

2 hours ago

Platform team successfully migrated all services to Kubernetes. Deployment time reduced by 90% with zero-downtime deployments.

Developer experience improvements delivered

3 days ago

Local development environment setup time reduced from 4 hours to 30 minutes through automation.

Discover Our Intelligence Platform

Why Engineering Leaders Choose Maestro

Transform how you lead with intelligence that goes beyond surface metrics

MEASURE WHAT MATTERS

Focus on Impact, Not Activity

Stop being misled by vanity metrics that look impressive but reveal nothing about real progress. Maestro's exclusive Code Impact Score cuts through the noise to show your team's true contribution—quality improvements, architectural advances, and maintainability gains that actually move your products forward.

See Real Impact

Alex Rockwell

Sr. Engineer • Platform

Code Impact

+24% WoW

7.4

85th percentile

Review Impact

+18% WoW

3.8

72nd percentile

Code Impact

+24% WoW

7.4

85th percentile

Overview

Leading UI component architecture and integration across multiple systems. Enhanced the QuantityFieldComponent and integrated Zest Quantity Components, improving user experience and code maintainability. Focused on performance optimizations and cross-platform compatibility, resulting in significant impact across both development velocity and code quality metrics.

Activity

Recent contributions and achievements

Microservices authentication service deployed

3 hours ago

Successfully migrated the legacy authentication system to microservices architecture. System reliability improved by 40% with enhanced scalability.

API response time optimization completed

1 day ago

Implemented caching layer and query optimization. Average API response time reduced by 200ms across all endpoints.

Mentored junior developers on platform architecture

3 days ago

Led technical design sessions and code reviews, helping team members understand microservices patterns and best practices.

ELEVATE YOUR TEAM

Build a Culture Where Excellence Thrives

Transform how you recognize and develop talent. Maestro reveals the full spectrum of contributions—from elegant code to crucial knowledge sharing—helping you identify rising stars and prevent burnout before it happens. Lead with confidence knowing every team member's unique value is seen and celebrated.

Unlock Potential

Impact by Person

Last 12w

Person

Code Impact

Review Impact

Derek Harmel

Engineer • Mobile

5.0-31%

7.0+150%

Alex Rockwell

Sr. Engineer • Platform

7.4+19%

3.8+81%

Ambreen Hasan

Staff Engineer • Data

9.2+59%

2.0-52%

Colleen Turner

Product Eng. • Growth

0.0-100%

9.8+88%

David Christensen

Sr. Engineer • Platform

6.0+43%

3.0+43%

Edison Mendez

Sr. Engineer • AI/ML

8.0+48%

1.0-64%

Sarah Chen

Tech Lead • Product

0.0-100%

6.0+87%

Ashlee Pitock

Engineer • Frontend

1.0-71%

4.0+233%

Christian Wilson

Sr. Engineer • Backend

4.0-17%

0.0-100%

Lisa Park

Engineer • Security

3.0-48%

0.0-100%

Marcus Johnson

Engineer • DevOps

2.0-51%

1.0+25%

Tom Rodriguez

Sr. Engineer • Frontend

0.0-100%

NAVIGATE THE AI TRANSFORMATION

Optimize AI Impact, Not Just Adoption

As teams adopt AI coding tools, Maestro is the missing measurement layer—cohort comparisons and code impact per engineer that reveal adopters’ lift vs. non‑adopters and tie outcomes to the exact tools and process changes you deploy.

Get AI + ROI

Impact of AI Adoption

Code Impact per Engineer (by Cohort)

AI Adopters

Non-adopters

CONTEXTUAL INTELLIGENCE

Make Decisions with Complete Context

No more flying blind on critical decisions. While traditional tools show you what happened, Maestro reveals why it happened. By connecting code metrics with team conversations and project dynamics, you'll understand the full story behind every trend—enabling confident, informed leadership that your team trusts.

Get Full Context

app.getmaestro.ai

📋 Executive Briefing

Week of March 25, 2025Ready

🚨 Immediate Attention Required

Chipotle integration at risk - recommend immediate escalation
Backend team velocity down 15% - capacity issue identified

🎉 Key Wins This Week

Mobile team delivered Q1 features ahead of schedule
Code review quality up 30% across all teams
2 developers ready for promotion consideration

📊 Performance Snapshot

+23%Overall Velocity

89%Sprint Success Rate

2.1 daysAvg Review Time

MAINTAIN TRUST AS A LEADER

Deliver Predictably, Lead Confidently

Protect your reputation and your team's morale with predictable delivery. Maestro gives you early warning systems for potential delays, clear visibility into capacity constraints, and actionable insights to keep projects on track. Turn project management from reactive firefighting into proactive leadership.

Lead with Confidence

app.getmaestro.ai

Team Status Updates

Platform Team

Code Impact: 43

Completed Kubernetes migration for core services and deployed new monitoring infrastructure. The team resolved 3 critical performance bottlenecks this week.

Data Team

Code Impact: 51

Shipped real-time analytics dashboard and optimized ETL pipeline performance. Successfully processed 2.3M events with zero data loss.

AI/ML Team

Code Impact: 37

Deployed recommendation engine v2.1 to production and began A/B testing new customer behavior prediction models. Early results show 18% conversion improvement.

ENTERPRISE SECURITY

Security isn't just a feature—
it's our foundation

Every line of code, every data point, every insight is protected by enterprise-grade security with comprehensive safeguards and transparent compliance practices.

Explore Our Trust Center

Zero AI training on your data—contractually guaranteed

SOC 2 Type II certified with regular third-party audits

End-to-end encryption for all data in transit and at rest

Single Sign-On (SSO) and granular access controls

What We Believe

The principles that drive everything we build at Maestro

Leadership Philosophy

Great leaders need context, not just metrics.

Metrics signal that something happened. Context tells you what it was, why it matters, and what to do next.

AI Philosophy

AI should augment human judgment, not replace it.

AI can surface team patterns, but only you can decide how to act on them. Leadership requires human judgment.

Measurement Culture

What you measure shapes your culture.

Vanity metrics breed vanity behaviors. When you measure impact over activity, teams focus on what matters.

Team Health

Burnout is predictable and preventable.

Your star performers show warning signs long before they resign. The patterns are there—if you know where to look.

Team Dynamics

Engineering is a team sport with individual accountability.

Great code comes from thriving teams, but every player's contribution should be visible and valued.

Impact Measurement

True impact should be measurable, not mystical.

Engineering value isn't subjective. It's quantifiable beyond lines of code and story points—if you measure the right things.

Decision Quality

Surface metrics create surface decisions.

When you measure lines of code and story points, you get theater. When you measure impact and meaning, you get results.

Information Flow

Context flows up, clarity flows down.

Engineering leaders need the full picture to make great decisions. Teams need clear direction to do their best work.

Culture Building

The right visibility strengthens team culture.

Transparency should empower teams and lift everyone up, not create unhealthy competition or unwanted behaviors.

See why we're different

Be the maestro your team deserves.

Know what's happening. Protect what matters. Lead with clarity.

Start your journey

Finally. SmartEngineering Intelligence.

Impact by Person

Good Evening

Weekly Snapshot

Impact: This Week vs Average

Engineering Focus

Team Status Updates

Recent Wins

Trusted by engineering leaders at:

AI That Actually Understands Your Engineering Org

Beyond Vanity Metrics

Code Impact Per Engineer (By Team)

Introducing AI Narratives

Platform Team Updates

Kubernetes deployment pipeline completed

Developer experience improvements delivered

Why Engineering Leaders Choose Maestro

Focus on Impact, Not Activity

Alex Rockwell

Overview

Activity

Microservices authentication service deployed

API response time optimization completed

Mentored junior developers on platform architecture

Build a Culture Where Excellence Thrives

Impact by Person

Optimize AI Impact, Not Just Adoption

Impact of AI Adoption

Make Decisions with Complete Context

📋 Executive Briefing

🚨 Immediate Attention Required

🎉 Key Wins This Week

📊 Performance Snapshot

Deliver Predictably, Lead Confidently

Team Status Updates

Security isn't just a feature—it's our foundation

What We Believe

Great leaders need context, not just metrics.

AI should augment human judgment, not replace it.

What you measure shapes your culture.

Burnout is predictable and preventable.

Engineering is a team sport with individual accountability.

True impact should be measurable, not mystical.

Surface metrics create surface decisions.

Context flows up, clarity flows down.

The right visibility strengthens team culture.

Be the maestro your team deserves.

Finally. Smart
Engineering Intelligence.

Security isn't just a feature—
it's our foundation