
Transform isolated operational data into intelligent relationships - leveraging the core technology Facebook engineered to map billions of user relationships,
... now applied to enterprise IT operations.
Ops Graph Intelligence

Every enterprise operational environment is unique—a distinctive combination of tools, configurations, naming conventions, and interdependencies that reflects years of organizational evolution and specific business requirements. While individual tools excel within their domains, the contextual relationships between systems remain invisible, creating operational blind spots that prevent comprehensive understanding of your unique environment's complexity.
But how do you access it without compromising system performance and security?
Traditional approaches require direct queries against production systems, creating performance overhead and security risks while failing to capture the unique relationships that define your specific environment. The challenge is transforming your organization's isolated operational data into intelligent relationships, providing fast, secure access to comprehensive operational context with real-time accuracy.
How much more confidence would you have in operational strategy with clear, real-time intelligence across your environment?
Operational Context

Traditional approaches require direct queries against production systems, creating performance overhead and security risks while failing to capture the unique relationships that define your specific environment. The challenge is transforming your organization's isolated operational data into intelligent, queryable relationships that provide fast, secure access to comprehensive operational context with real-time accuracy.
Our Take


Unified Data Access Endpoint
Single GraphQL endpoint provides access to all operational intelligence, making frontend applications independent from individual backend tools and eliminating the need for multiple tool-specific integrations.

Secure Backend Tool Protection
Access operational intelligence without requiring direct access to backend tools, maintaining security boundaries while reducing load on specialized systems so they can focus on their core operational activities without performance impact.

Self-Documenting Schema with Evolution
Built-in schema automatically describes available configuration data, relationships, and query options while supporting continuous extension with new configuration sources and relationship types without disrupting existing integrations.

Data Confidence and Source Tracking
Transparent confidence indicators and complete source tracking show when configuration information comes from authoritative sources versus inferred relationships, maintaining full data lineage for every piece of operational intelligence.

Configuration Lifecycle Management
Track configuration states throughout their lifecycle—from planned deployments to active operations to decommissioned resources—providing complete visibility into what's coming, what's current, and what's being removed from your environment.

Controlled Configuration Mutations
GraphQL mutations provide secure, controlled methods to modify operational configurations across backend tools through approved workflows, enabling safe configuration changes while maintaining audit trails and governance controls.
Key Capabilities

The Business Value
Decision
Confidence
Eliminate information ambiguity with unified operational intelligence, enabling confident strategic decisions based on complete environmental visibility.
Scalable
Intelligence
Leverage proven scalable technology to handle enterprise complexity while preparing operational intelligence for future organizational growth.
Operational
Context
Transform isolated data into meaningful intelligence that reveals how systems, services, and processes connect throughout your enterprise.
Unified
Perspective
Provide unified environmental visibility that eliminates information silos and ensures consistent operational understanding.
