In Slack and via MCP in any AI tool

Your AI knows the internet. Mavel knows your company.

Mavel connects Slack, Confluence, Jira, Salesforce and more. Your team and your AI agents get answers with sources, and everyone only sees what they’re allowed to see.

15 minutes with Theresa, founder · free, no strings attached

Why did we decide against building our own login service, and who was involved?
Mavel searched Confluence, Slack and Jira

In March, the platform team decided to handle login and SSO through an external provider. The deciding factors were maintenance effort and SSO requirements from large customers.

DecisionMarch 14 · Architecture review
InvolvedPlatform Engineering, CTO, Security
StatusShipped in June
Confluence · Architecture decision Slack · Thread in #platform Jira · 6 tickets

Integrations

Mavel picks up knowledge where it’s created.

All tools connect directly. Your team keeps working the way it does today.

  • Google DriveDocs
  • ConfluenceWiki
  • Microsoft 365SharePoint
  • BitbucketCode
  • JiraTickets
  • LinearProjects
  • SlackChats
  • SalesforceCRM
  • GongCustomer calls

Your tools store knowledge. None of them answer questions.

Your AI doesn’t know your company

AI assistants answer with confidence, but without access to your data. What they don’t know, they make up.

Spread across ten tools

Decisions live in Slack, specs in Confluence, customer requests in Gong. Nobody has the full picture.

Search finds words, not answers

If you don’t know the right term, you won’t find the document. Tables, charts and screenshots stay invisible.

The same people get asked again and again

Your most experienced people spend their days answering questions that are already documented somewhere.

One question, three ways

“How do discount approvals work here, and who signs off at what level?”

Intranet search

A long list of hits.

Discount_policy_2023.pdf
Pricing Q2 – draft
Re: Discount for key accounts?

You have to read it and piece it together yourself. Which version is current remains unclear.

AI chatbot without company knowledge

An answer that sounds convincing.

And still a guess. The chatbot doesn’t know your company, cites no source and can’t know what changed last week.

Mavel

The answer, with evidence.

The sales team approves up to 10 % on its own, up to 20 % needs the head of sales, and anything above also needs the CFO. This has applied since the pricing update in July.

Confluence · Pricing policy Google Drive · Discount matrix Slack · #sales-ops

Only from sources you’re allowed to see.

How Mavel works

Connect, understand, ask.

  1. 01

    Connect

    Mavel connects to your tools and stays up to date automatically. Permissions come along with it.

  2. 02

    Understand

    Mavel reads text, PDFs, slides, tables, images and videos, and recognizes how people, projects and systems are connected.

  3. 03

    Ask

    Your team asks Mavel directly in Slack, as an agent in a channel or by direct message. Or plug Mavel into your AI tools and your own agents via MCP.

What Mavel can do

More than search. Mavel actually reads.

Searches by meaning

“Quarterly planning” also finds the OKR session. Ticket numbers, error codes and versions still match exactly.

Reads documents like a person

Layout, tables, formulas and charts in PDFs, Word files and slides. Not just the file name.

Does the math on spreadsheets

Mavel analyzes spreadsheets directly and returns exact totals and comparisons instead of estimates.

Sees images and videos

Architecture diagrams, screenshots and whiteboard photos become searchable by what they show.

Knows how things connect

Who owns what? What depends on what? Mavel shows the connections, backed by at least two sources.

Counts precisely

How many tickets on a topic? Who’s most active? How has something changed over time? Mavel counts instead of guessing.

Everyday questions

What teams ask Mavel

Engineering
“What breaks if we shut down the payments API?”
Sales
“Summarize what we know about this customer: calls, tickets, contracts.”
Operations
“Which incidents had the same root cause as yesterday’s outage?”
Onboarding
“What should I read in my first week on the platform team?”

Security and permissions

Everyone only sees what they’re allowed to see.

Mavel inherits permissions from your tools instead of inventing its own. What’s confidential stays confidential.

Permissions from the source

Sharing settings from Google Drive, Confluence, Slack and others apply in Mavel too, continuously synced.

Hidden when in doubt

If a permission can’t be resolved clearly, the content stays hidden from everyone.

Read-only

Mavel changes nothing in your systems. No writing, no deleting, no messages in your name.

No hints about hidden content

From the outside, nobody can tell whether content doesn’t exist or just isn’t shared with them.

Data stays in the EU

Your data stays in the EU.

Certification in progress

Certifications are in preparation. I’m happy to walk you through the current status in the intro call.

Intro call

What would you ask Mavel?

Bring your question. 15 minutes, free, no strings attached. Not a sales pitch, just an honest first look.

  1. 1You tell me where knowledge gets stuck in your team.
  2. 2I show you Mavel with an example from your day-to-day work.
  3. 3Together we honestly assess whether Mavel is a fit.
Book an intro call