MCP Server
Petabyte-scale data, agent-accessible.
- Developer & Data Infrastructure
Bring teams, models, knowledge and systems together around the work
Enterprise AI Platform
AI Intelligence & Models
AI Assistant & Productivity
Agent Platform & Orchestration
//API Governance
Lifecycle, policy, and schema standards enforced across every API, automated and federated over the gateways you run.
Standards
Style guides and security checklists checked automatically when an API ships.
Schemas
Schema validation at design time, not on-call pages from downstream teams.
Lifecycle
Every API has an owner, a contract, and a path to retirement.
Governance fails when it is manual, late, and per-team.
//Overview
API governance makes every API follow agreed standards for design, security, schemas and lifecycle, from first design to retirement, so the API estate stays consistent, safe and free of shadow APIs.
DataObserve Sense defines standards once, enforces them at design time and runtime, catches breaking schema changes before deploy and federates governance across the gateways you already run.
//How it works
Step 1
Score rules, shared policy groups, and plan templates.
//Standards that scale
Owners, contracts, and retirement paths.
Update once, propagate everywhere.
Breaking changes and missing auth caught early.
One catalog and portal across every gateway.
//Explore more withDataObserve
Petabyte-scale data, agent-accessible.
No retention tiers, no forced expiry.
One place to manage LLM, MCP, and A2A traffic, with shared authentication, policies, and observability.
Discover, manage, and govern models, MCP servers, tools, skills, prompts, resources, and agents in one place.
//Use cases
Check API specs against your rules before they are built.
Catch schema changes that would break consumers before deploy.
Find undocumented APIs and bring them into the lifecycle.
Deprecate and retire APIs without breaking consumers.
//FAQs
What is a shadow API?
A shadow API is one running in production without being documented or governed, which makes it a security and reliability risk.
How are breaking changes detected?
Schemas are validated against previous versions before deploy, and changes that would break consumers are flagged.
Does governance require one gateway?
No. Governance is federated across the gateways you already run.
When are standards enforced?
At design time, during deployment and at runtime.
// Designed for enterprises
Review security, data handling and deployment requirements with our team.
Keep sensitive information within your organization’s approved data boundaries.
Define who can access connected data and which actions require approval.
Plan deployment around your infrastructure and operational requirements.
