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.
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 No more outdated information leading you astray.
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
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.
See Meshum in action
Join the waitlist for early access and be the first to experience unified knowledge.
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