Platform Features

Everything you need to govern data at scale

11 integrated modules that replace your fragmented governance stack with one unified platform.

01

Data Contract Management

Define, validate, and evolve data contracts through a rigorous 7-stage lifecycle. Every schema change is versioned, every quality rule enforced, every dependency tracked.

  • 7-stage lifecycle: Draft, Proposed, Under Review, Approved, Active, Deprecated, Retired
  • Built-in schema validation with JSON Schema and Avro support
  • Quality rules engine with threshold enforcement
  • Full version history with diff comparison
  • Dependency tracking across products and datasets
  • Bulk export for CI/CD pipeline integration
meshport.local/contracts/customer_events
Draft Proposed Review Approved Active Deprecated Retired
Schema Fields
customer_id UUID required
event_type STRING required
payload JSON optional
created_at TIMESTAMP required
02

Data Product Marketplace

A self-service catalog where teams discover, evaluate, and consume data products. Ratings, certifications, and SLAs make it easy to trust what you find.

  • Browse and search with full-text ranking
  • Star ratings and written reviews from consumers
  • Certification tiers: Bronze, Silver, Gold, Platinum
  • Sample data preview before requesting access
  • Published SLAs with uptime and freshness targets
  • One-click access request workflow
meshport.local/marketplace
Customer 360 Platinum
Unified customer profile combining CRM, behavioral, and transaction data.
★ ★ ★ ★ ★
Revenue Analytics Gold
Daily aggregated revenue metrics by region, product line, and channel.
★ ★ ★ ★ ☆
Clickstream Events Bronze
Raw user interaction events from web and mobile applications.
★ ★ ★ ☆ ☆
03

Governance & Compliance Engine

Visual governance that teams actually use. Build rules graphically, route approvals automatically, and prove compliance with an immutable audit trail.

  • Visual rules builder with drag-and-drop graph editor
  • Change request workflow with multi-approver chains
  • 6 built-in roles: Admin, Data Steward, Domain Owner, Product Owner, Data Engineer, Consumer
  • Immutable audit trail for every governance action
  • GDPR, SOC2, and ISO 27001 compliance-ready controls
  • Configurable approval thresholds per domain
🛡
6
Built-in Roles
GDPR
SOC2 & ISO 27001 Ready
04

AI-Powered Agent

Not a chatbot. A 73-tool autonomous agent that executes real governance tasks: creating contracts, managing access, analyzing lineage, generating reports.

  • 73+ specialized tools across all platform modules
  • 4 operating modes: Normal, Plan, Auto-Accept, Discover
  • Multi-turn execution with up to 25 iterations per turn
  • Full undo stack with risk-level indicators
  • 7 AI provider backends: Claude, GPT-4, Azure OpenAI, Ollama, Mistral, Bedrock, Vertex
  • File format support: DOCX, PDF, XLSX import and analysis
  • Interactive wizard tool for guided multi-step workflows
meshport.local/agent
How can I help you with your data governance today?
Find all contracts missing quality rules
search_contracts(has_quality_rules: false)
Found 12 contracts without quality rules. 8 are in Active status. Want me to add default completeness rules to all of them?
Yes, add completeness rules to the active ones
Type a message...
➤

See the AI agent in action

73 tools that actually execute governance tasks. Deploy Meshport and try it yourself.

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05

Data Lineage & Impact Analysis

Visualize how data flows across your organization. Trace upstream dependencies, assess downstream blast radius, and understand the true impact of every change.

  • Force-directed graph visualization with interactive navigation
  • Domain clustering for organized, readable layouts
  • Upstream and downstream dependency tracing
  • Blast radius analysis before deprecating or retiring assets
  • Multiple delete strategies: cascade, orphan, restrict
  • Cross-entity lineage spanning contracts, products, and datasets
meshport.local/lineage
Sources
CRM Events
Order DB
Clickstream
Transforms
Customer 360
Revenue Agg
Outputs
Churn Model
Exec Dashboard
Finance Report
06

Analytics & Dashboards

Customizable dashboards that give every role the metrics they need. Drag, drop, resize, and save layouts tailored to your workflow.

  • 15 built-in widgets covering contracts, products, teams, and compliance
  • Role-based dashboard templates for stewards, engineers, and executives
  • Drag-and-drop layout with persistent positioning
  • User activity tracking with detailed timeline view
  • Real-time data refresh via WebSocket push
  • Export dashboard data as CSV or JSON
meshport.local/dashboard
Contracts
142
+12 this week
Data Products
87
6 pending review
Active Users
324
48 online now
Compliance
94% compliant
Contract Activity (30d)
07

Documentation Wiki

A built-in knowledge base with real-time collaborative editing. No more scattered Confluence pages or outdated READMEs.

  • TipTap WYSIWYG editor with rich text, tables, and code blocks
  • Yjs-powered real-time collaboration with conflict resolution
  • Full version history with restore and diff comparison
  • Starter templates for common documentation patterns
  • Wiki-style linking between documents
  • Shiki syntax highlighting for code samples
📝
Real-time
Collaborative Editing
Yjs
Conflict-Free Sync
08

Real-Time Collaboration

See who is online, who is editing, and what changed the instant it happens. Built on WebSockets and Redis for sub-second updates across your entire team.

  • WebSocket hub with entity-level subscriptions
  • Redis presence layer showing online users per resource
  • Distributed locking to prevent edit conflicts
  • Typing indicators and cursor awareness
  • Session persistence across page navigations
  • Automatic reconnection with state recovery
⚡
<100ms
Update Latency
Redis
Presence Layer

Collaboration that keeps up with your team

Real-time updates, presence tracking, and conflict-free editing across your entire organization.

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09

Access Control

Self-service access requests with governance guardrails. Users request what they need, reviewers approve with context, and access expires automatically.

  • Self-service request portal for all data assets
  • 7-stage request lifecycle with status tracking
  • 6 granular access levels from read-only to admin
  • Time-bound access with automatic expiration
  • Reviewer queue with one-click approve/reject
  • Full audit trail of every access grant and revocation
🔒
6
Access Levels
Auto-expire
Time-Bound Grants
10

Organization & Team Management

Model your organization exactly as it is. Nested domains, cross-functional teams, and dual ownership ensure that every data asset has a clear home and clear accountability.

  • Hierarchical domain structure with unlimited nesting
  • Team management with member roles and permissions
  • Dual ownership model: business owner + technical owner
  • 6 organizational roles with fine-grained permissions
  • Favorites and bookmarks for quick navigation
  • Project grouping for cross-domain initiatives
🏢
Unlimited
Domain Nesting
Dual
Ownership Model
11 — NEW

Observability & Monitoring

Full-stack observability out of the box. Know exactly how your platform is performing, detect issues before users notice, and debug with confidence.

  • Prometheus metrics collection with custom instrumentation
  • Grafana with 6 pre-built dashboards covering API, DB, Kafka, and WebSocket
  • Loki log aggregation with structured JSON query support
  • GlitchTip/Sentry error tracking and alerting
  • Infrastructure monitoring tab in the admin settings
  • Alert framework with configurable thresholds
  • Proactive token refresh to prevent session drops
📈
6
Grafana Dashboards
Prometheus
+ Loki + Grafana
Get Started

11 modules. One platform. Zero fragmentation.

Replace your patchwork of governance tools with Meshport. Deploy in minutes, see value in hours.

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