How Orange Health Labs enforces custom best practices in AI code reviews
Problem
Nearly 100 repositories demanded exhaustive reviews, custom rule enforcement, and airtight security, dragging Orange Health’s delivery pace.
Solution
CodeAnt AI now auto-scans every PR, generating concise summaries, flagging violations, secrets, and vulnerabilities, and enforcing custom rules at speed.
Founded
2020
Valuation
$35 Million
Industry
Healthtech
Code Hosting
GitHub
About Orange Health
Orange Health Labs is India’s leading on-demand diagnostic lab. By enabling real-time doctor-patient interactions at home, Orange Health is revolutionizing healthcare delivery.
With a fast-growing engineering team managing nearly 100 repos, the company needed an efficient and scalable solution for code review, quality enforcement, and security to match its growth in the highly regulated healthtech space.
How CodeAnt AI Transformed Orange Health
Orange Health moved from slow, manual reviews to automated, AI-driven PR checks that scale across their entire engineering org.
The Challenge Before AI
The Challenge Before AI
Orange Health’s engineering team needed a tool to,
Review code line-by-line and generate clear PR summaries.
Detect quality issues and suggest actionable fixes.
Identify application vulnerabilities and assess impact.
Scan for secrets, tokens, and keys.
Flag infrastructure security concerns before deployment.
Detect complex functions and business logic risks.
Enforce custom best practices and rules consistently across 100 repos.
Manual reviews and traditional tools couldn’t keep up.
The AI Breakthrough
By embedding CodeAnt AI in GitHub, Orange Health transformed its workflow.
Every PR scanned, code, quality, security, and infra checks run automatically.
Concise PR summaries, reviewers focus on design and logic, not boilerplate.
Security-first approach, secrets, tokens, and misconfigurations caught early.
Custom rules enforced, org-specific standards applied consistently.
Faster reviews, engineers spend less time checking and more time building.
Measurable Outcomes
Every PR reviewed automatically — 100% coverage across ~100 repos.
Faster reviews — concise summaries slashed review cycles.
Smarter security — vulnerabilities and secret leaks flagged before merge.
One Platform for Complete Code Health
With CodeAnt AI, Orange Health turned an overwhelming review process into a streamlined, automated workflow. Today, every PR is scanned for quality, security, and compliance, helping engineers ship faster while maintaining the trust and reliability critical in healthcare.
