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Marlin — AI Search Across Every Tool

Marlin connects scattered workplace tools and gives every team one intelligent search surface across emails, code, tickets, documents, and conversations — context-aware, natural language, instant.

Supported Inputs

One search layer. Every tool. Every conversation.

GmailGitHubSlackJiraOutlookGoogle DriveDocsMore integrations
F · 01 Unified AI search

A single query returns ranked, deduplicated results across every connected source — with reasoning.

F · 02 Cross-tool discovery

Surface related threads, tickets, and code from a single search — even when they live in different stacks.

F · 03 Natural language

Ask in plain English. Marlin interprets intent, expands queries, and resolves entities.

F · 04 Context-aware

Past activity and team graph inform ranking — your searches sharpen as Marlin learns your work.

F · 05 Productivity assistant

Summarize, draft, and stitch together findings into briefs without leaving the search bar.

F · 06 Permission-respecting

Marlin honors source-system access — never surfaces what a user shouldn't see.

Use Cases

Where Marlin ships value.

U / 01
Find old emails & decisions

Recover the thread where a call was made, weeks or quarters later.

U / 02
Search code & issues

Pull the PR, the linked ticket, and the deploy in one query.

U / 03
Discover project context

New on a team? Marlin assembles the backstory in one ask.

U / 04
Reduce tool switching

Stop tab-hopping. One search layer, eight tools surfaced.

U / 05
Knowledge retrieval

Enterprise-wide expertise search — bring the right person and the right doc to every problem.

U / 06
Onboarding

Cut ramp time by giving new hires institutional memory on day one.

Stop searching eight tools. Start searching once.