No dumb questions. Just answers.
Afraid to ask again? Can't find that doc? Meshum's AI searches your entire team's knowledge instantly—without judgment, interruptions, or meetings. Your data stays yours, sources are always cited, and you ship faster.
You're not alone
Afraid to bother teammates by asking the same question twice. So you waste hours searching yourself, or just give up.
Knowledge buried in Confluence, Slack threads, GitHub, Jira. Too overwhelming to find what you need when you need it.
Tribal knowledge lives in people's heads. You don't know what you don't know, and you're afraid to keep asking.
You need one answer to move forward. But the person who knows is busy, in a different timezone, or on vacation.
How it works
Connect your tools once. Then ask anything and get instant answers—no meetings, no interruptions, no searching.
Connect your tools
Link GitHub, Jira, Confluence, Notion, Slack, and more. Your team keeps using their existing tools—Meshum syncs everything in real-time.
Knowledge graph builds automatically
When a PR references a Jira ticket that links to Confluence docs, Meshum connects all three—making the full context searchable from one place.
Ask your question
Type your question into Meshum's dashboard. The AI searches across all your tools, understands context and relationships, and always cites its sources.
Get answers instantly
No waiting for teammates to respond. No scheduling meetings. Just instant answers pulled from your docs, code, tickets, and conversations—verified with sources.
Stop searching. Start shipping.
AI is built for searching through mountains of text. You're built for building things. Let each do what they're good at.
Search Everything, Instantly
AI searches through thousands of docs across Confluence, GitHub, Slack, Jira, and Notion—so you don't have to wade through it all yourself.
Zero Judgment
Ask the same question five times. Ask 'stupid' questions. The AI doesn't judge, doesn't get annoyed, and always helps you find what you need.
Always Cites Sources
Every answer shows exactly where it came from. Click through to verify, see context, and trust that you're getting accurate information.
Your Data Stays Yours
Private and secure. We can't access your data, and neither can anyone else. Bring your own LLM or use ours—you're always in control.
No More Interruptions
Stop feeling guilty about asking teammates. Get answers instantly without pinging busy engineers or waiting for someone to get back from vacation.
Always Up to Date
Real-time sync means answers reflect your latest docs, code, and decisions. No more outdated information leading you astray.
Built for software teams
Meshum helps your teams ship faster by removing knowledge bottlenecks.
Architect PoC Planning
Open the dashboard and search 'Can we build X with our current stack?' Get instant answers from docs, past decisions, and code—no need to schedule a meeting with every team lead.
Meeting Prevention
Instead of pinging engineers with 'How does feature Y work?', search Meshum's dashboard. Team-specific AI agents surface answers from your codebase, docs, and discussion history.
Faster Onboarding
New hires open Meshum and type 'How do I deploy to staging?' The dashboard returns a guide pulled from runbooks, recent deployments, and team docs—always up to date.
Cross-Team Decisions
Type 'Can Platform support real-time notifications for the mobile app?' into the dashboard. Get answers from both teams' domains in seconds instead of waiting days.
Incident Response
During an outage, search 'When did we see this error before?' in the dashboard to instantly surface past incidents, related runbooks, and the code changes that fixed it.
Technical Debt
Use the dashboard to query 'What services still use the old auth library?' and find patterns and dependencies across repos without manual searching.
Ready to stop searching?
Join the waitlist and be the first to experience AI that actually knows your team's entire knowledge base.
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