Never Work With
Outdated Docs Again
Documentation is Broken
Developers spend only ~1 hour per day writing code. The rest goes to reading, testing, and documentation.
~58% on Comprehension
Studies show developers spend roughly 58% of their time on program comprehension and reading code—not writing it.
Slow Onboarding
New hires struggle to ramp up without clear documentation. Poor knowledge systems delay productivity and increase frustration.
Stale Docs, More Bugs
Outdated documentation leads to misunderstandings, production incidents, and costly debugging cycles.
Developer Time is Being Wasted
Industry research reveals a massive productivity gap that costs companies millions annually.
Actual coding per day
The rest? Reading, searching, and understanding existing code.
That's only 12.5% of an 8-hour day
Time on code comprehension
Developers spend more than half their time just trying to understand code.
For a $150K dev, that's $87K/year on reading
Faster issue resolution
Better documentation and knowledge systems cut resolution time significantly.
The opportunity: Klaro.AI delivers this
Documentation That Stays Current
Klaro.AI converts commits, pull requests, and runtime traces into searchable, versioned documentation. Query your codebase in natural language.
Generate Docs from Code
Auto-generate developer docs from code, comments, and traces. Documentation updates continuously with every commit and PR.
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Continuous updates tied to commits and PRs
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Stale-doc detection alerts
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GitHub, GitLab, Bitbucket, Slack integrations
Added OAuth2 support to auth flow
Updated token expiry to 24h
Added rate limiting docs
Initial JWT implementation
Track Changes Across Versions
Documentation stays updated automatically with code changes. Every version is tracked and searchable.
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Versioned docs tied to your git history
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Compare documentation across releases
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Runtime traces captured for context
Query Your Codebase in Plain English
Natural-language search across code and docs. Ask questions about your codebase and get relevant answers with code references.
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Search across code and documentation
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Get code snippets with context
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Searchable, versioned documentation
Which service handles user authentication?
Klaro.AI
User authentication is handled by the `auth-service`. It uses JWT for token generation.
func GenerateToken(user *User)Show me the User data model
Web Application
React + TypeScript
Port: 3000
Mobile App
React Native
iOS & Android
API Gateway
Kong / Express
Rate limiting, Auth
99.9% uptime
Auth Service
JWT, OAuth2, SAML
Node.js
3 endpoints
User Service
CRUD, Profiles
Go
8 endpoints
Order Service
Cart, Checkout
Python
12 endpoints
PostgreSQL
Primary Database
12 tables
Replicated
Redis Cache
Session & Cache
TTL: 24h
Cluster mode
Explore Your System Visually
Auto-generated architecture diagrams from your codebase. Click on any component to see details, dependencies, and documentation.
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Click components for instant details
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See service dependencies & data flow
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Updates automatically with code changes
Watch Klaro.AI in Action
See how commits and PRs become searchable, versioned documentation automatically.
Connect Your Codebase
- • Manual documentation writing
- • Docs outdated within weeks
- • ~58% time on code comprehension
- • One-click GitHub/GitLab connect
- • Auto-syncs with every commit
- • Bitbucket & Slack integration
Klaro.AI Processes Your Code
Parse Code
Analyzes functions, classes & dependencies
Extract Context
Reads comments, commits & PR descriptions
Capture Traces
Records runtime behavior & API calls
Processing 247 commits and 34 PRs...
Documentation Generated
Architecture Visualized
Outdated Visio diagram
from 2 years ago
Interactive diagrams update with every commit
Ask Questions in Plain English
Get answers instantly • ~30% faster resolution
Why Teams Choose Klaro.AI
Generate docs automatically. Measure time saved.
Shape the Future of Developer Tools
Better documentation and knowledge systems can reduce support resolution time by ~30%. We're building the infrastructure to make that happen.
$20B+ Market
The developer tooling market is exploding. By automating documentation, we're positioned to capture significant market share in a new category.
Scalable SaaS
High-margin, recurring revenue model with clear expansion path from teams to enterprise deployments and strong retention metrics.
Expert-Led Team
Built by engineers and practitioners with over 7 years of experience delivering AI and enterprise IT solutions. We understand both the technology and the challenges of deploying it in real environments.
Defensible Moat
Our moat is built on domain expertise, model adaptation techniques, and proprietary pipelines for handling code and technical documentation — resulting in higher relevance, accuracy, and usability than off-the-shelf AI solutions.
Simple, Secure AI for Developers
We leverage advanced AI models and deep engineering expertise to simplify complex development workflows. Our platform is designed to be easy to adopt, secure by design, and safe for proprietary code through well-established, privacy-first pipelines.
Built for Code Ownership & Security
Our architecture minimizes risk of proprietary code leakage through controlled data handling, secure pipelines, and deployment options that meet enterprise security requirements.
Product Vision
We are evolving this into a unified developer control panel that performs security checks, testing, vulnerability detection, and intelligent code suggestions — streamlining the entire development lifecycle in one place.
Flexible Deployment
We support flexible deployment models — including on-premise and cloud — so teams stay in full control of their data. With continuous support and a clear product roadmap, your team is never left behind.
Defensible Advantage
Our differentiation lies in simplicity, secure system design, and deployment flexibility. By combining AI models with carefully engineered pipelines and enterprise-ready controls, we deliver practical AI assistance without compromising code ownership or security.
A reliable AI companion for developers — no coffee breaks required.
Start Your 14-Day Pilot
Generate docs automatically and measure time saved. No commitment required.