Knowledge should flow,
not hide in silos.
We're building the intelligent knowledge layer that connects everything your team knows—so nobody has to search, wait, or interrupt each other to get answers.
Built by engineers, for everyone.
We've all been there. You're implementing a feature and hit a question: "How did we solve this before?"
So you search Slack. Then GitHub. Then Confluence. Then you ping three different people. Two hours later, you find the answer buried in a six-month-old PR comment.
This shouldn't be normal. Your team's collective intelligence is vast—but it's fragmented across tools that were never designed to work together.
Meshum exists to fix that.
The Problem
Engineering teams waste 40% of their time searching for information that already exists.
The Insight
AI can understand relationships between code, docs, and conversations—humans shouldn't have to.
The Solution
A unified knowledge layer that makes every answer instant, accurate, and traceable.
What we believe
These principles guide how we build, how we work, and how we treat our customers.
Trust through transparency
Every answer includes source citations. We never black-box knowledge—you can always verify and dive deeper.
Respect people' time
Context switching kills flow. We built Meshum to eliminate interruptions and make answers fast.
Zero learning curve
Ask questions like you'd ask a teammate. No query syntax, no training docs, no onboarding—just plain English.
Privacy is non-negotiable
Your knowledge is your competitive advantage. We never train models on your data or share it with anyone.
Built for scale
Whether you're 5 engineers or 500, Meshum stays fast.
Obsessed with craft
Every detail matters. From response times to UI polish, we sweat the small stuff so you don't have to think about it.
How we build Meshum
Ship fast, iterate faster
We release early, gather feedback, and improve relentlessly. Your input shapes the product roadmap.
People first, always
We're building for people. Every feature decision starts with "Does this save time and eliminate frustration?"
Open communication
Transparent roadmap. Public changelog. Responsive support. We're building in the open with you, not behind closed doors.
Impact so far
Based on early access teams (5-50 engineers)