Your AI Product Co-Founder
Turning AI-generated code into shippable products.
Raav AI reads your codebase, finds the gaps, and converts everything into clear tasks and agent-ready actions — so you can ship faster with confidence
If you cannot read code, you are flying blind.
You used AI tools or hired a developer. Now you have thousands of lines of code you do not understand. You cannot answer basic questions about your own product.
The "AI Spaghetti" Trap
You built fast with AI, but now you're afraid to touch anything. One wrong edit could break the whole app, and you don't know how to fix it.
You do not know:
- • If it is secure
- • What is actually implemented
- • What is half-finished
- • If it is ready to ship
- • What breaks when you change something
The "Black Box" Anxiety
You're paying for code you can't read. You don't know if it's secure, scalable, or if '99% done' actually means 'months away'.
You do not know:
- • Can not onboard a new developer without spending $5k on "discovery"
- • Can not answer investor questions about your tech
- • Do not know if you are being lied to about timelines
- • Can not make product decisions without guessing
The PM Nightmare
You manage the roadmap. You have no idea what's actually in production. You're guessing at everything.
You do not know:
- • What features exist vs. what engineers say exists
- • How long fixes actually take
- • Where the technical debt is hiding
- • If your app will scale past 100 users
One scan. Complete clarity.
RAAV is product intelligence for codebases. Point it at your code and get a plain-English report on what works, what is broken, and what to fix before launch.
It is not a coding tool. It is a product tool that reads code.
What You Get
Human-Readable Summary
Get a plain-English explanation of what your product actually does, how the main features work, and what tech stack you are using.
Shipping Readiness Score
Know if you are actually ready to launch. RAAV grades your codebase (A+ to F) across security, completeness, performance, and testing.
You get a grade plus specific issues ranked by severity.
Warnings & Risks
Find disasters before your users do. RAAV flags critical security issues, launch blockers, and technical debt - with line numbers and fix estimates.
30-Day Roadmap
Turn "what now?" into an action plan. RAAV generates week-by-week priorities: Week 1 critical bugs, Week 2-3 incomplete features, Week 4 polish.
Each task includes plain-English description, estimated time, and file locations.
Intelligent Task List
Get a backlog that actually makes sense. Not just "fix auth" - but "Add rate limiting to /api/login (2 hours, high impact)."
Prioritized by: Impact × Urgency × Effort.
AI Chat Interface
Ask anything in plain English: "How does user authentication work?" "Is payment processing secure?" "Can this handle 10,000 users?"
Every answer includes explanations, code snippets, and confidence levels.
Three steps from code to clarity.
Upload
Drag & drop your codebase folder, connect your GitHub repo, or upload a .zip file.
Scan (30 seconds)
AI reads every file, analyzes architecture, checks for security risks, and calculates your readiness score.
Understand
Get your complete product intelligence report: readiness score, warnings, roadmap, and task list. All in plain English.
Built for founders who ship fast.
Whether you are a solo builder, non-tech founder, or PM — RAAV gives you the confidence to ship.
Solo Builders
You shipped fast with AI tools. Now ship smart with confidence in your code.
Non-Tech Founders
Understand your product without understanding code. Make informed decisions.
Product Managers
Know what is in production. Plan roadmaps based on reality, not guesses.
Indie Hackers
Taking over a project? Assess risks and understand the codebase before you commit.
RAAV vs. AI Coding Assistants
Copilot, Cursor, and v0 help you write code. RAAV helps you understand the code you already have. You need both.
| RAAV | Copilot / Cursor / v0 | |
|---|---|---|
| What it does | Reads & explains existing code | Writes new code |
| Best for | Understanding what you have | Building new features |
| Output | Product intelligence report | Code suggestions |
| Readiness scoring | - | |
| Security audit | - | |
| Roadmap generation | - | |
| Plain-English summaries | Partial (code-focused) | |
| Works with any codebase | Only modern IDEs | |
| For non-coders | - |
Use Copilot to build. Use RAAV to ship.
Trusted by builders shipping with confidence.
Real founders. Real results.
"RAAV found a SQL injection bug in my payment flow 2 days before launch. Saved me from a disaster."
Maya K.
Solo Founder
"I was paying developers $5k just to 'understand the codebase.' RAAV did it in 10 minutes for $25."
James T.
Non-Technical Founder
"Investors asked about our tech stack. I had no idea what to say. RAAV gave me a one-page report I could actually explain."
Sarah L.
AI-Native Founder
Cheaper than one hour of a senior dev's time.
Know what you're shipping. For less than a coffee budget.
Free
First Scout
Try RAAV with small projects
- Local Llama 3.1 analysis
- Up to 150 files per repo
- Basic repo summary
- Readiness snapshot
- 2 repo-aware chat queries
Starter
Indie Developers
Full-powered AI analysis for solo developers
- Claude Sonnet 4.5 + GPT-5-mini
- Up to 500 files per repo
- ~1M tokens per month
- Full repo summaries
- Roadmap generation
- Unlimited repo chat
- Email support
Pro
Professional Developers
Full power with multi-agent workflows
- Everything in Starter, plus:
- GPT-5 full reasoning model
- Bring Your Own AI keys
- Unlimited repo size & tokens
- Multi-agent workflows
- Snapshot + revert changes
- Priority support
Frequently Asked Questions
I am non-technical. Will I actually understand this?
Every report is written in plain English, not developer jargon. If something is unclear, ask the AI chat - it will explain in simpler terms or use analogies. Example: "SQL injection = leaving your front door unlocked."
Is my code safe? What about privacy?
Your code never leaves your machine. RAAV analyzes locally and only sends small, encrypted snippets to AI providers for specific analysis. We do not store any of your code. Ever.
How is this different from GitHub Copilot or Cursor?
Copilot and Cursor help you write code. RAAV helps you understand existing code. They are complementary tools. Copilot = build features faster. RAAV = know what you built and if it is ready to ship.
Does this work with AI-generated code?
Yes. RAAV is especially good at analyzing messy AI-generated code from v0, Bolt, Cursor, or ChatGPT. We help you understand what the AI actually built.
Do I need a developer to use RAAV?
No. RAAV is built for non-technical founders. That said, it is also useful for giving your developer a clear task list based on actual codebase analysis.
What languages and frameworks are supported?
RAAV supports 15+ languages including JavaScript, TypeScript, Python, Go, Rust, Java, Ruby, PHP, and C#. Framework-agnostic - works with React, Vue, Django, Rails, Spring, .NET, etc.
Can I cancel anytime?
Yes. No contracts. Cancel with one click. Your scan history is available for 30 days after cancellation.
What if I do not understand the report?
Use the AI chat interface. Ask questions like "What does this warning mean?" or "How do I fix this?" and get plain-English answers with examples.
Ship your product with confidence.
Understand your codebase in 10 minutes. Free scan available.
Join the Waitlist