###### KAPA FOR DEVELOPER TOOLS

# AI assistants for your technical documentation

Kapa.ai turns your existing documentation into an AI assistant that gives every developer instant, accurate answers - grounded in your sources, never hallucinating.

Deploy in under a week. Deflect up to 70% of support tickets from month 1.

## Sound familiar?  Give developers instant answers, not more gruntwork.

Without Kapa

**Developers ask ChatGPT instead**  
They get answers from stale training data - wrong versions, deprecated methods. You have no visibility.

**Your DIY RAG hallucinates**  
Your in-house solution handles easy questions but breaks on hard ones and needs constant maintenance.

**Engineers play support**  
Technical tickets escalate to eng because only they have context. Each one burns a day of deep work.

With

**AI grounded in your docs and code**  
Accurate answers from your content, deployed across docs, IDE, Slack, and support. Every question visible.

**Production-ready AI infrastructure**  
Connectors, RAG, evals, agents, and analytics out of the box. Says "I don't know" instead of guessing.

**AI agents deflect L1 automatically**  
Answers the 40-60% of tickets where the answer already exists in your documentation.

## See how the best DevTool companies in the world are using kapa.ai

- ## How Netlify Powers “Ask Netlify” with Kapa.ai: A Build vs Buy Success Story

+20k  
  AI-resolved queries per month

24/7  
  Global coverage since always on

1 Week  
  From idea to production-ready AI

###### Dana Lawson  
CTO of Netlify  
"Time to market is critical right now. Why waste building from scratch and likely only make it 70% of the way to production? Instead find somebody trusted you can work with."

- ## How Monday.com scaled AI chat to 100,000+ customers

+100k  
  Devs supported

30 min  
  Saved per question

###### Daniel Hai  
AI & API Product Manager  
"Engineers looking at your API **might churn by the time they hear back from support**. Kapa.ai gives them answers in real-time instead."

- ## How Redpanda 5x'd user engagement with AI chat

0%  
  AI answer certainty

Award Winning AI Docs

###### Joyce Fee  
Senior Manager at Redpanda  
"It's an easy sell because the value is irrefutable. Kapa.ai provides instant context-aware responses, enabling developers to quickly integrate Redpanda and accelerate product adoption."

## Build vs Buy

### Skip the hackathon graveyard.

Stop rebuilding AI infrastructure. Ship something that holds up in production.

| Feature                                      | Build In-House | With kapa.ai         |
|----------------------------------------------|----------------|----------------------|
| Data connectors & ingestion                   | 4-6 weeks      | < 1 hour             |
| RAG pipeline & chunking                      | 4-5 weeks      | Included             |
| AI/RAG/LLM model evaluations                 | 2-3 weeks      | Included             |
| Analytics & monitoring                        | 3-4 weeks      | Included             |
| MCP server & agent support                   | 2-4 weeks      | Included             |
| Deployment modules                           | 2-3 weeks      | < 1 hour             |
| Testing & security                            | 4-6 weeks      | Included             |
| Ongoing maintenance & AI improvements        | 2-4 AI Engineers| Automated            |
| Time to reach production                     | 4-6 months     | < 1 day              |

## Start improving your developer experience and your reducing support burden today

We'll walk through your use case and set up kapa with your content to test for free.