Question 1

What is credential security for AI agents and workloads?

Accepted Answer

Credential security controls where secrets exist, who owns them, which identity may request access, what scope and lifetime may be issued, and which approvals and action records are required.

Question 2

What credential risks do AI agents create?

Accepted Answer

Agents can expose API keys or tokens through configuration files, prompts, memory, logs, tool calls, or overly broad runtime access. Their speed and autonomy can increase the impact of a valid but overprivileged credential.

Question 3

Why isn't a secrets vault enough for AI agents?

Accepted Answer

A vault protects the stored value, but a runtime with broad or long-lived access can still misuse a valid credential. Identity policy and scoped issuance control how the credential reaches each job and when access ends.

Question 4

Why are short-lived credentials safer than static secrets?

Accepted Answer

Short-lived credentials expire automatically and can be limited to a specific target and task. A leaked static secret may remain useful until someone discovers and rotates it, creating a much longer exposure window.

Question 5

How does C1 discover exposed credentials?

Accepted Answer

C1 discovers supported credential files on endpoints and in connected systems, records where each credential exists without collecting its value, and ties the finding to available ownership and identity context.

Question 6

How does C1 move exposed secrets into a vault?

Accepted Answer

C1 can replace a supported exposed credential with a managed reference and move the secret into C1 Vault without displaying the raw value during the workflow.

Question 7

How does C1 protect secret values?

Accepted Answer

Secrets are encrypted on the device, and C1 stores only ciphertext. Inventory and policy can operate without displaying the raw credential value.

Question 8

How do AI agents receive just-in-time, scoped credentials?

Accepted Answer

An agent exchanges its signed workload identity for a credential limited to the approved target, task, and lifetime. The durable secret remains sealed in C1 Vault and outside model context.

Question 9

What is workload identity and why does it matter for agents?

Accepted Answer

Workload identity gives software a verifiable identity that policy can authenticate without relying on a shared human account. It lets teams bind credential access to the specific agent, workload, target, and approved action.

Question 10

Where does action-time credential control apply?

Accepted Answer

Action-time control applies on supported paths configured through C1, including selected MCP and connected-application actions. Credentials copied into unconnected runtimes or stores remain outside that boundary.

Question 11

What audit evidence does credential governance create?

Accepted Answer

C1 can record where a supported credential was found, its owner, which identity requested it, the target and scope, the policy and approval result, when access expired, and the related action without revealing the secret value.

Secure credentials

How do we secure credentials for the workforce and their agents?

Discover credentials, vault them, and keep them outside of the agent context and off of the endpoint.

Discover credentials in the cloud and on end-points

Move secrets into encrypted vaults

Issue scoped creds to agents just-in-time

Apply governance, control, and audit to secrets

The C1.ai products you'll use:

Secure every credential before it becomes a risk.

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