Is your barrier to enterprise AI, Trust?

Now, as an IBM Business Partner, we’re taking the next step: CambrianEdge.ai’s solution will be built with watsonx, with planned capabilities spanning AI governance, security, and observability.

IBM

The technologies we’re planning for those capabilities have distinct roles.

AI governance

IBM watsonx.governance

Planned

The faithfulness metric in IBM watsonx.governance evaluates how grounded a model’s output is in the context provided to the model.

In our research workflows, we’re exploring how that signal could help reviewers identify a statement that goes beyond its cited source.

AI security

IBM Guardium AI Security

Planned

Along the model-access path, we’re also exploring IBM Guardium AI Security’s prompt and response scanning to help detect prompt injection, personal information exposure, and data leakage.

Observability

IBM Instana

Planned

For observability, we intend to use IBM Instana to strengthen visibility across supported workflows.

The specific integrations and their scope remain subject to validation. We’ll share details of the individual capabilities as they are validated and deployed.

See it against your own requirements.

Bring the controls your risk and compliance teams need. We’ll walk through what the platform does today and what’s planned on IBM technology.

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Don’t know where to start? Take the two-minute readiness assessment.

IBM partnership FAQs

Yes. CambrianEdge.ai is an IBM Business Partner. The CambrianEdge.ai solution will be built with IBM watsonx, with planned capabilities spanning AI governance, AI security, and observability.

Three, each with a distinct role: IBM watsonx.governance for AI governance, IBM Guardium AI Security for AI security, and IBM Instana for observability. These integrations are planned, and their specific scope remains subject to validation.

The faithfulness metric in IBM watsonx.governance evaluates how grounded a model’s output is in the context provided to the model. In CambrianEdge.ai research workflows, we are exploring how that signal could help reviewers identify a statement that goes beyond its cited source. This capability is planned, not yet deployed.

Along the model-access path, CambrianEdge.ai is exploring IBM Guardium AI Security’s prompt and response scanning to help detect prompt injection, personal information exposure, and data leakage. This capability is planned and subject to validation.

CambrianEdge.ai intends to use IBM Instana to strengthen observability across supported workflows. Like the other IBM capabilities on this page, it is planned rather than currently deployed.

No. The IBM watsonx.governance, IBM Guardium AI Security, and IBM Instana capabilities described here are planned. The specific integrations and their scope remain subject to validation, and CambrianEdge.ai will share details of individual capabilities as they are validated and deployed.

CambrianEdge.ai has already built workflow tracing that helps authorized teams inspect how supported AI workflows operate. Its data-protection approach is designed around limits on how model providers may use customer data, controlled access to those providers, and tenant-level separation within the platform.

According to McKinsey’s 2026 AI Trust Maturity Survey, nearly two-thirds of respondents cite security and risk concerns as the top barrier to fully scaling agentic AI. In regulated environments the blocker is typically governance, security, and observability — not the capability of the underlying model.

The CambrianEdge.ai Trust Center at trust.cambrianedge.ai documents the current security, privacy, and compliance posture. You can also take the AI Readiness Assessment to see where your own team stands.

IBM, watsonx, IBM watsonx.governance, IBM Guardium and IBM Instana are trademarks or registered trademarks of IBM Corp., in the US or other countries or both.

IBM Partnership | CambrianEdge.ai is an IBM Business Partner