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Build Smarter.
Ship Faster.
Ship Faster.
Your competitors are already optimizing — are you?
Lucy
Your AI Analytics Expert
- Real-time team visibility
- Chat-powered analytics
- Clear, actionable insights
Marco
Your AI Code Review Agent
- Accelerate code reviews
- Ensure secure releases
- Automate review feedback
Trusted by Users, Awarded by G2
Download the Guide
Whitepaper
Move Beyond the Code Review Bottleneck
We analyzed millions of pull requests to find the real choke point.
The blunt truth about AI-SDLC and how to use context-aware AI to unlock velocity, without increasing your CFR.
What's Inside?
01
The Hidden Tax of Rework
Why fixing a bug in review costs 10x more than catching it in test, and 100x more than catching it instantly.
02
Metrics That Drive High-Performing Teams
Discover key data points that distinguish high-velocity teams, such as PR size, optimal reviewer ratio, and tracking rework costs.
03
The CRISP Framework
A 5-point audit to expose the "toy" AI tools and prove your solution is genuinely context-aware, not just a glorified linter.
04
Enterprise Challenges, AI Solutions
Concurrency, security vulnerabilities, and performance bottlenecks- see how AI review intelligence handles scale with confidence.
05
Measuring ROI Beyond Speed
From defect density and CFR to advanced KPIs like Velocity-to-Stability Ratio, understand the full business impact of AI reviews.
Explore actionable frameworks for using AI to reduce review cycle time
Engineering success relies on blending automation with human insight now. Define your strategy and ensure your engineering team is faster, sharper, and more confident in every release.
Focus on measurable outcomes
🎯 Why AI-generated code often increases review load and how to fix it.
🎯 The three review metrics that predict delivery speed: PR size, pickup delay, and review depth.
🎯 How AI-assisted reviews cut cycle time by 30% and reduce rework by 25%.
🎯 Practical strategies for SMB, mid-market, and enterprise teams to scale review discipline.
🎯 Get a first look at Marco, Hivel’s context-aware AI Code Review Agent.
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