Katabarwa Labs
Katabarwa Labs

A software company building focused products.

We design, ship, and operate our own software — from LLMGraph, a no-code platform for building AI support agents from your docs, to a portfolio of operational tools that run inside your own cloud, billed by the Azure, AWS, and Atlassian marketplaces.

Built and operated in-houseAI platform + marketplace appsEnterprise-ready
Our products

Two lines, one company.

Katabarwa Labs owns and runs each product end-to-end — an AI application platform and a growing catalog of operational tools on the marketplaces enterprises already buy from.

AI platform

LLMGraph

Build customer-support chatbots and AI agents from your docs — no code required. Design a workflow on a visual canvas, ground it in your content, and go from idea to a deployed REST API and chat widget in minutes.

  • No-code visual canvas + natural-language workflow builder
  • Grounds answers in your own docs (PDF, Word, Markdown)
  • Six foundation models — Claude, Llama, Mistral, Amazon Nova
  • Ships as a REST API and an embeddable chat widget at once
Marketplace apps

In-tenant operational tools

Small, single-purpose apps that deploy entirely inside your own cloud or SaaS tenant — no vendor backend, nothing leaves your environment — billed flat-rate by the marketplace you already use. One shape, ported across every enterprise platform.

  • Runs in your environment, read-only by default
  • No vendor backend — we host and store nothing
  • Flat, predictable pricing billed by the marketplace
  • Live and rolling out across four marketplaces
How the marketplace apps work

The tool runs where your data already lives.

One idea, applied on every enterprise marketplace: deploy into the customer’s own environment and let the marketplace handle billing. We operate no servers, so “nothing leaves your tenant” is literally true — exactly what your security review wants to hear.

Runs in your environment

A serverless function or managed package deploys into your own subscription, account, or instance under an identity you control — read-only by default.

No vendor backend

We host nothing and receive none of your operational data. Alerts go only to the Slack, Teams, or email endpoint you configure. Remove the app and every trace is gone.

Flat, predictable pricing

The marketplace bills one flat price and pays us — no metering surprises, no invoicing, and no separate contract to negotiate.

One job, done well

Focused tools that solve a single recurring admin pain — and prove their value the first time they fire.

What we cover

The same handful of pains, on every platform.

We build each once and port the shape across marketplaces.

Audit-log retention & export
Keep compliance evidence past the platform’s short retention window.
Orphaned-owner cleanup
Reclaim resources and seats left behind by people who’ve left.
Access governance
Who can do what, permission drift, and audit-ready reports.
Credential & certificate hygiene
Alert before secrets and certificates expire and break production.
Cost, waste & coverage gaps
Find leaks, orphaned resources, and assets with no backup.
Where to find us

Rolling out across the marketplaces you already buy from.

Microsoft Azure MarketplaceMicrosoft AppSourceAWS MarketplaceAtlassian Marketplace

Have a pain worth productizing?

Tell us the admin chore you keep re-solving — it’s probably our next app.

Email us