Connect your knowledge. Unblock your teams.

A unified knowledge layer where every team keeps using the tools they already have—but everything becomes searchable and actionable through AI agents.

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The problems we solve

4+ hrs/week

in repetitive meetings

Developers waste hours answering the same questions instead of shipping code.

3+ systems

for knowledge

Expertise scattered across Confluence, Notion, GitHub, Jira—impossible to search holistically.

4+ weeks

to productivity

New hires take too long ramping up because tribal knowledge isn't documented.

Days blocked

waiting for input

Cross-team decisions stall because you're waiting for the right person to respond.

Everything connected

Stop context-switching between tools. Meshum brings all your knowledge together.

Unified Knowledge Graph

Connect Confluence, GitHub, Notion, Jira, Slack, and more into a single queryable structure that understands relationships.

AI Team Personas

Auto-generated agents scoped to each team's domain provide focused, accurate answers without hallucination.

Multi-Agent Workflows

Orchestrate cross-team queries that span multiple domains—without interrupting your engineers.

Real-Time Sync

Webhook-first connectors keep your knowledge graph fresh. Changes propagate instantly.

Dynamic Onboarding

Living guides generated from existing documentation get new hires productive faster.

Bring Your Own LLM

Use Azure OpenAI, Anthropic, or any provider. Your data stays in your control.

Built for software teams

Meshum helps your teams ship faster by removing knowledge bottlenecks.

Architect PoC Planning

Model proof-of-concepts and get feasibility answers instantly—without pulling engineers into meetings.

Hours saved per PoC

Meeting Prevention

Get domain-specific answers from AI personas that understand your team's context.

Fewer interruptions

Faster Onboarding

New hires get dynamic guides generated from your actual documentation and codebase.

~1 week saved per hire

Cross-Team Decisions

Orchestrate queries across multiple domains without waiting for async responses.

Unblocked decisions

Incident Response

Quickly surface relevant runbooks, past incidents, and code context during outages.

Faster resolution

Technical Debt

Identify patterns, deprecated dependencies, and improvement opportunities across codebases.

Proactive insights

Ready to unblock your teams?

Join the waitlist and be the first to experience a unified knowledge layer for your organization.

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