A brief intro to Graph from Evan Michner, Head of Product
Graph gives engineering teams answers in seconds without leaving Slack. It analyzes GitHub, Jira, and Linear data to deliver rich, contextual insights on your schedule or on-demand. Whether you're checking out why a PR is blocked, monitoring sprint progress, or need a quick project recap, Graph goes beyond the data points to surface the full story. For more context, see Why Graph? or check out some of the Use Cases.
Graph is built in public, including how we measure quality. Read more on our public quality dashboard.
Graph is currently in beta, and available to install directly from the Slack Marketplace. During the beta period, Graph is free for all beta customers. Note that a paid Slack plan is required to use the Agent & Assistant functionality in Graph.
You’ll need Admin permissions to install apps in your Slack workspace, and on the platforms you’d like to connect (e.g. GitHub, Jira, Linear).
From the app listing in the Slack Marketplace, you’ll install Graph into your Slack workspace. Then Graph will help you get connected to data sources, like GitHub, Jira, or Linear.
You can always disconnect or change these connections from the Home tab in Graph.
We set up a quick call with every new team, so if you run into any issues, we’ll get them sorted!
There are two ways to interact with Graph:
A thread represents a single chat thread with Graph. Each new chat starts a fresh thread. For best results, start a new thread when shifting to a different topic, as Graph's context may drift in lengthy threads.
Yes! During the beta, you can request scheduled insights such as:
These are usually set up quickly during the onboarding call, since during the beta, the ability to schedule is not yet live in the app itself. Just send us a note! beta@graphapp.ai
Your Profile is found from the Home tab. Think of it as long-term memory — add the repos, teams, projects, or priorities you care about and Graph’s insights will be exponentially more powerful. The more context you share with Graph, the more relevant Graph’s answers will be.
Graph uses a Large Language Model (LLM) to generate insights and answers, LLMs have the potential to produce inaccurate results. Adding more context in your Profile dials Graph in.
Graph is your AI-powered assistant in Slack — it's like having a knowledgeable team member who understands your code repository and tickets. Get answers about PRs, development progress, and work tasks, including:
Visit our use cases page for detailed examples and inspiration.
Currently, Graph integrates with: GitHub Cloud, Jira Cloud, Linear.
More integrations are coming soon! We welcome feedback on which platforms you'd like to see added! Email us at beta@graphapp.ai
During the beta period:
Once Graph is installed in your Slack workspace:
We take security seriously. Visit our security page for detailed information about:
Note: Customer data is not being used to train any public AI models. For detailed information on exactly what data Graph has access to, and how it's being used, see our security page.
When you see something that looks off, just click the feedback button at the bottom of every message. Or, reach out at beta@graphapp.ai