Milestone raises $10M to maximize the ROI of generative AI coding for enterprises 🎉
AI Agent Observability

Understand the impact
of every AI agent.

Measure how AI coding agents influence repositories, teams, engineering outcomes, and business value.

Book a Demo See How It Works →
Milestone
THE CHALLENGE

AI activity is
everywhere.
Impact is
harder to see.

As AI agents flood your repositories with commits, pull requests, and code changes, the signal gets buried in the noise. Teams can’t tell what’s actually moving the needle.
Too much noise
No clear signal
Impact unmeasured
LIVE ACTIVITY FEED
Live
CC
claude-code → api-service PR #4821 merged just now · +3,247 lines
CU
cursor-agent → frontend 47 files modified 1m ago · 1,203 changes
CP
copilot → backend 31 suggestions accepted 1m ago · +892 lines
DV
devin → ml-pipeline PR #891 opened 2m ago · +2,103 lines
CC
claude-code → auth commit bc27e1f 2m ago · +145 lines
CU
cursor-agent → database schema updated 3m ago · 12 tables modified
CX
codex → mobile 89 files modified 3m ago · +4,521 lines
CP
copilot → api PR #4822 opened 4m ago · +892 lines
CC
claude-code → api-service PR #4821 merged just now · +3,247 lines
CU
cursor-agent → frontend 47 files modified 1m ago · 1,203 changes
CP
copilot → backend 31 suggestions accepted 1m ago · +892 lines
DV
devin → ml-pipeline PR #891 opened 2m ago · +2,103 lines
CC
claude-code → auth commit bc27e1f 2m ago · +145 lines
CU
cursor-agent → database schema updated 3m ago · 12 tables modified
CX
codex → mobile 89 files modified 3m ago · +4,521 lines
CP
copilot → api PR #4822 opened 4m ago · +892 lines
AGENT INTELLIGENCE

Know what
every
agent is doing.

Track contributions, acceptance rates, and impact scores from every AI agent across your entire engineering organization in real time.

# AGENT CONTRIBUTIONS ACC. SCORE 1 CC Claude-Code 2,847 94% 98 2 CP Copilot 1,923 87% 84 3 CU Cursor 1,456 81% 76 4 DV Devin 892 73% 61 5 CX Codex 654 69% 47
ENGINEERING IMPACT

Move beyond commits
and pull requests.

Quantify the real engineering impact with metrics that go deeper than activity counts.

ACCEPTANCE RATE

0%

+3.2% vs prev period
RETENTION RATE

0%

+1.8% vs prev period
REVIEW EFFICIENCY

0x

+0.4× vs prev period
IMPACT SCORE

0/100

+7 pts vs prev period
HUMAN + AI

Measure collaboration, not just automation.

Understand how humans and AI agents work together across the development lifecycle  
— from first commit to merged,
production-ready code.

–0%

Collaboration Score

0%

Review Participation

0%

Human Edits

0%

Shared Ownership

PULL REQUEST LIFECYCLE

1
Agent Contribution
AI agent pushes code changes to feature branch
2
PR Created
Automated PR with description, tests, and context
3
Human Review
Engineer reviews, comments, edits 23% of lines
4
Merged
Code ships with full attribution and impact tracking
EXECUTIVE INTELLIGENCE

Translate engineering activity
into business outcomes.

Executive-ready dashboards that connect AI engineering activity to ROI, time savings, and adoption growth.

ROI

$0M

saved YTD
TIME SAVED

0h

engineering hours
ADOPTION GROWTH

↑ 0%

quarter over quarter
ENG. IMPACT

0

composite score
REPO HEALTH

0%

across 240 repos
Platform Ecosystem

Connect your entire engineering stack.

Native integrations with every tool in your AI engineering workflow — from coding agents to repositories to project management.

GitHub GitLab Bitbucket Claude-Code Cursor Copilot Jira Linear Slack Datadog
Repositories
GitHub
GitLab
Bitbucket
Project Systems
Jira
Linear
Signals
Slack
Datadog
AI Agents
Claude-Code
Cursor
Copilot
MILESTONE
Engineering Intelligence Layer
AI Adoption
Who uses which agents — and how deeply.
Spend + ROI
Cost per agent against measurable output.
Quality + Governance
Code health, risk, and policy at a glance.
BUILT FOR

Built for modern engineering organizations.

CTO

CTO

Full visibility into AI agent ROI, adoption metrics, and engineering impact across the entire organization.
→ Executive dashboards
VP Engineering

VP Engineering

Optimize your AI agent mix and identify which agents drive the most engineering value per team.
→ Agent intelligence
Platform Teams

Platform Teams

Track repository health, contribution patterns, and integration performance across your entire codebase.
→ Repository maps
AI Leaders

AI Leaders

Measure human-AI collaboration, track transformation adoption, and report on AI program progress.
→ Collaboration metrics
Get Started

A complete operating system for AI engineering visibility.

From agent activity to business impact. Finally, see the full picture.

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