The unified platform that connects every data asset, enforces governance automatically, and puts an AI agent in the hands of every team — from engineers to executives.
A data engineer needs access to a customer dataset for a critical model. She searches three different catalogs, finds conflicting metadata, sends an email to someone who might be the data owner, and waits. Five days later — after a Slack thread, two approval emails, and a Jira ticket — she gets read-only access to the wrong table.
Meanwhile, the governance team is tracking 2,000 contracts in spreadsheets. A schema change broke four downstream dashboards last week — nobody saw it coming because lineage lives in someone's head. The CISO is asking for a compliance audit, and the team is pulling data from six different tools to assemble a report that's already outdated.
Meshport eliminates every one of these problems. In one platform.
Concrete improvements, measured in real workflows.
Deploy Meshport in minutes and experience governance that actually accelerates your team.
Book a DemoMeshport replaces a fragmented stack of tools that were never designed to work together.
Six integrated modules that cover the full data governance lifecycle — from contract to consumption.
Define, version, and enforce contracts with schema validation, quality rules, and a 7-stage lifecycle from draft to retirement.
An internal app store for data products — with ratings, SLAs, sample data, certification tiers, and one-click access requests.
Visual rule builder, change request workflows, multi-level approvals, and an immutable audit trail for every action.
A 73-tool AI agent that can actually do governance work — create contracts, approve requests, run impact analysis, generate reports.
Interactive force-directed graph showing upstream/downstream dependencies, domain clustering, and change impact analysis.
Built-in knowledge base with rich editing, real-time collaboration via Yjs, version history, templates, and code blocks.
One platform for contracts, products, lineage, access, docs, and AI. No more tool sprawl.
Book a DemoCompetitors bolted a chatbot onto their search bar. We built an agent that can actually do governance work — create contracts, approve requests, run impact analysis, generate reports.
Multi-turn conversations. Tool execution with full visibility. Undo any action. Four operating modes for different trust levels.
| Contract | Owner | Updated |
|---|---|---|
| customer_events | Team Alpha | 2 days ago |
| order_transactions | Team Beta | 1 week ago |
| product_catalog | Team Gamma | 3 days ago |
Cloud, self-hosted, or air-gapped. Switch providers at runtime — no redeployment needed.
Run Meshport entirely on-premises with Ollama. Your data, your models, your network. Zero external API calls. Full audit trail. Complete data sovereignty. Finance, healthcare, defense, semiconductor — this works today, not "coming soon."
Monitor every layer of your data governance platform with production-grade tooling — no assembly required.
Application and infrastructure metrics scraped automatically. Request latency, error rates, queue depth, and custom business metrics.
6 pre-built dashboards covering API performance, Kafka throughput, database health, WebSocket connections, AI agent usage, and infrastructure overview.
Centralized structured logging from every service. Query, filter, and correlate logs across API, worker, and infrastructure containers.
Self-hosted error tracking and performance monitoring. Sentry-compatible SDK, automatic error grouping, and release tracking.
Feature-by-feature against the tools enterprises are evaluating today.
| Capability | Meshport | Collibra | Atlan | DataHub | Alation |
|---|---|---|---|---|---|
| Data contract management | Full lifecycle | Limited | Basic | Plugin | No |
| AI agent with tool execution | 73 tools, multi-turn | Search chatbot | Search chatbot | No | Search chatbot |
| Self-hosted / air-gapped | Yes | SaaS only | SaaS only | Yes | SaaS only |
| Built-in documentation wiki | Full wiki + Yjs collab | No | Basic | No | No |
| Change request workflows | Built-in, multi-approver | Separate module | No | No | No |
| Data product marketplace | Full (ratings, SLAs) | Basic catalog | Basic catalog | Basic catalog | Basic catalog |
| Real-time collaboration | WebSocket-native | No | Limited | No | No |
| White-labeling | Full | No | No | No | No |
| Pricing model | Transparent | $$$$ | $$$ | Free (limited) | $$$$ |
Deploy the full platform on your infrastructure. No SaaS lock-in, no per-seat surprises.
Book a DemoSync metadata bidirectionally. Authenticate with your existing identity provider. Stream events to your infrastructure.
Catalogs, schemas, tables, column metadata
ProductionLineage, quality scores, glossary, classifications
AvailableLineage, classifications, glossary, ownership
AvailableLineage, quality, glossary, usage stats, sample data
AvailableMulti-SSO, auto-provisioning, role mapping
Production11+ event topics, at-least-once delivery
ProductionClaude, GPT-4, Ollama, Bedrock, Vertex, Mistral, Azure
ProductionImplement one Go interface. No core changes needed.
PluggableEvery role gets the experience they need — without learning a new tool for each workflow.
From zero to a fully running platform in under two minutes. No credit card, no sales call, no vendor lock-in.