by Rensho.ai — Product #3

One question.
Every source.
One answer.

Mosaic queries your structured data, your unstructured documents, and the live web — simultaneously — and returns a single unified answer. No data engineering team required.

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The problem

Most RAG is too narrow,
too complex, or too generic.

Your data doesn't live in one place. Neither should your intelligence layer.

Problem 01

Too narrow

Most tools query one data type — a database, or a document store, or the web. Never all three at once.

Problem 02

Too complex

Enterprise RAG requires a data engineering team to build, maintain, and debug. Small operators are left out.

Problem 03

Too generic

Off-the-shelf solutions aren't tuned for your data, your context, or your business. You get generic answers.

How it works

Unified intelligence
from every source.

Structured data

Databases, spreadsheets, APIs — your clean, queryable data

Unstructured data

PDFs, documents, notes, emails — your messy, valuable data

The web

Live search results, news, market data — the world's data

Unified answer

Just ask. Mosaic finds the answer — wherever it lives.

One natural language question. Mosaic queries all three sources in parallel, synthesizes the results, and returns a single, coherent answer. Workflow-native — plug it into any automation.

The old way

Fragmented.
Manual.
Slow.

You already know the pain. You've lived it.

Without Mosaic
01 Open your database tool. Write a query.
02 Search your document folder. Read through files.
03 Google it. Sift through results.
04 Manually piece together an answer.
05 Hope you didn't miss something.

The Mosaic way

"What does our Q3 data say about churn, and how does it compare to what analysts are saying this week?"

One question. That's it.

Mosaic answers it. Pulls your CRM data, cross-references your internal reports, checks live industry coverage — and synthesizes one clear answer in seconds.
Workflow-native. Not just a chat interface. Mosaic runs inside N8N, responding to triggers, feeding into automations, operating as your intelligence layer.

Who it's for

Data scattered everywhere.
No engineering team to wrangle it.

Small business operators

You have data in five places and questions that span all of them. Mosaic gives you answers without a data team.

Analysts & researchers

Stop switching between tools. One query surfaces your internal data and live external context simultaneously.

Builders on N8N

Mosaic is workflow-native. Drop it into any automation as a node. Your workflows get smarter, instantly.

Intelligence without the overhead.

Mosaic is coming soon as part of the Rensho.ai platform. Join the early access list and be the first to know when it launches.

Get early access