Powerful features for knowledge-driven teams
From unified search to AI agents that understand your domain, Meshum gives your teams the tools to move faster.
Core capabilities
Every feature is designed to reduce friction and help your teams find answers faster.
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.
Connect everything
Webhook-first connectors keep your knowledge graph fresh. Real-time updates where available, polling fallback for everything else.
Built for enterprise
Security, scalability, and flexibility are built into the core.
Data Isolation
Customer data is isolated per namespace and never shared across tenants. Encrypted at rest by default.
Flexible Deployment
Deploy as hosted SaaS or self-hosted in your own infrastructure. Same topology, same features.
BYOK LLM Support
Bring your own Azure OpenAI, Anthropic, or any provider. Your keys, your control, your compliance.
Real-world applications
See how teams use Meshum to solve their knowledge challenges.
Architect PoC Planning
Model proof-of-concepts and get feasibility answers instantly—without pulling engineers into meetings.
Meeting Prevention
Get domain-specific answers from AI personas that understand your team's context.
Faster Onboarding
New hires get dynamic guides generated from your actual documentation and codebase.
Cross-Team Decisions
Orchestrate queries across multiple domains without waiting for async responses.
Incident Response
Quickly surface relevant runbooks, past incidents, and code context during outages.
Technical Debt
Identify patterns, deprecated dependencies, and improvement opportunities across codebases.
See Meshum in action
Join the waitlist for early access and be the first to experience unified knowledge.
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