Skip to content
~/reflective_data

platform / knowledge-base

Write the definition once. Everyone uses it.

Knowledge is a library of Markdown documents that records how your team defines and works with its data. The AI agent reads it, so its answers match the way your team talks about the numbers.

knowledge/active-user.md
# Active user
An active user has at least one qualifying
session in the last 28 days.

## Excluded
- internal and test traffic
- known bots

// illustrative · the agent reads this

trusted by data teams at

NextEra Energy Invesco Adorama Adlibris StubHub Educative camino/financial

✓ Enterprise-ready. Already trusted by multiple Fortune 100 companies.

see it

Write the definition once, and the agent uses it

Your documents capture how your team defines revenue, active users and exclusions. The agent reads them, so answers follow your rules.

knowledge — documents
RevenueCompleted orders, excluding tax and refunds
Active userAt least one qualifying session in 28 days
Excluded trafficInternal, test and known bot traffic
Time zonesReports use Europe/Tallinn

uses

AI agent

reads the relevant documents for every answer

answer
What was revenue last month?
ai

Revenue last month was €4.2M.

Definition used (Knowledge: Revenue): completed orders, excluding tax and refunds. Internal and test traffic excluded.

// illustrative

what you get

Knowledge base, in detail

definitions.md

Definitions and rules

Record how an active user is defined, how revenue is counted, which traffic to exclude and how time zones are handled.

how-tos.md

How-tos and data notes

Document recurring reports, where datasets come from, how to read a dashboard and known data gaps.

agent.md

Read by the AI agent

The agent uses your documents for definitions and rules, so answers reflect your business.

markdown.md

Plain Markdown

Headings, lists, tables, code blocks and links, with a live preview beside the editor.

find.md

Find anything

Search titles and document text, and sort by last opened, updated, created or A to Z.

import-export.md

Import and export

Upload existing Markdown files and download any document as .md.

how it works

From setup to answers

01 /

Write

Editors and admins create a document, add a title and write in Markdown.

02 /

Preview

Check the rendered result in the preview, then save.

03 /

Use

Everyone in the project can read it, and the AI agent reads it when it is relevant.

faq

Frequently asked questions

What is the knowledge base for?

It records how your team defines and works with its data: definitions, rules, how-tos and data notes. It keeps everyone, and the AI agent, on the same page.

How does the AI agent use it?

The agent reads your documents for definitions and rules, so writing something down once helps its answers match your team's language.

Who can edit documents?

Editors and admins can create and edit. Everyone in the project can read.

Are there size limits?

Each document can hold up to 200,000 characters, and a project can hold up to 500 documents.

Can I import existing documents?

Yes. Upload Markdown files, and download any document as .md.

get-started.sh

Tell us what you need. We'll scope it.

Pricing is tailored to your sources, volume and the parts of the platform you use. Request a demo or book a call with the team.