PR wait time cut 50-60%.
Automated first-pass on every PR. Security vulnerabilities caught. Coding standards enforced. Seniors freed to build instead of review.
Code reviews bottleneck your entire pipeline
2-4 day PR wait times. Quality varies by reviewer. Security vulnerabilities slip through. Senior engineers spend 30%+ of their time reviewing.
We automate first-pass reviews so seniors focus on architecture and complex decisions.
PR opens. AI reviews. Senior confirms.
PR opened
New PR triggers automated review.
AI reviews first
Issues flagged, security checked, standards enforced.
Senior reviews what matters
AI handles routine checks. Senior focuses on architecture and edge cases.
Results
| Before | After |
|---|---|
| PR wait time: 2-4 days | 50-60% reduction |
| Security scanning: Manual | Automated on every PR |
| Senior review time: 30%+ | ~50% reduction |
Industry benchmark
GitHub Copilot users complete tasks 55% faster with 84% increase in successful builds. Accenture reports 15% increase in PR merge rate and 50% faster time-to-merge.
Technology
Tech stack
Build time
4-6 weeks
What our clients say
"Working with Ability.ai helped us streamline parts of our customer support and community management. Their automation tools saved our team time and made our processes more efficient."
Boiko Dmytro
COO
HOLYWATER
"Omg this is insane what you've done with the MVP without much direction from me. I appreciate the depth of your work and see so much long term work together."
Erik
NutraDirect
"From day one, Ability.ai brought a thoughtful, results-first approach to our partnership. They quickly understood our goals, proposed pragmatic solutions, and moved implementation forward with minimal friction. Their responsiveness and domain expertise have improved both our team’s efficiency and the impact of our campaigns."
Mike Rizzo
VP Sales
MarketingOps
Ready to get started?
Book a strategy call. We will scope your project in 30 minutes.
How we get there
Discovery call
30-minute conversation to understand your pain points and current workflow.
Scoping & proposal
We define the deliverables, timeline, and fixed cost for your starter project.
Build & iterate
We build, test, and refine with your team. You see progress every week.
Handover & scale
You own the system. No subscriptions. Scale to more solutions when ready.
Fixed-cost starter project. No platform fees. You own everything.
Questions about code review
What does first-pass review catch?
Common anti-patterns, security vulnerabilities (SQL injection, XSS, etc.), coding standard violations, unused imports, and complexity issues. Seniors review architecture and business logic.
How are coding standards enforced?
Your team's standards (naming, structure, patterns) codified during setup. AI applies them consistently to every PR. No more 'depends who reviews it.'
What's the ROI?
Engineering teams typically reclaim 15-20% senior capacity (30% review time → 10-15%). For 10 seniors at $150K-$200K, that's $225K-$400K/year in capacity. Plus 50-60% faster PR reviews improve velocity by 25-30%.
How long does implementation take?
4-6 weeks from kickoff to production. Week 1-2: Repo integration and standards capture. Week 3-4: Review rules configuration. Week 5-6: Testing and deployment.
Do we own the system?
Yes. No platform fees. We build the infrastructure in your stack, hand over the keys, and you own it forever.