Nerve · answers
The cost of ungoverned AI agents
Last reviewed
Short answer: Ungoverned agents cost you in five places (unreviewed production changes, leaked credentials, runaway spend, an audit trail that does not exist, and vulnerabilities nobody sees), and Nerve ships a control for each.
Where the cost shows up, and what stops it
- Unreviewed production changes. An agent that can reach production can change it without anyone deciding to.
- By default, agents cannot execute production deploys.
- The real build and full test suite must pass before the approval gate opens; a failing build never merges.
- No one approves their own gate, whether agent or human.
- Leaked credentials. A secret in an agent’s output or a commit becomes an incident.
- Agents never hold provider credentials; the platform performs the privileged action on their behalf.
- When a credential appears in an agent’s output, the stream is cut and a rotation gate opens.
- A credential or workspace file is refused before it can be committed.
- Runaway spend. Agent usage without a limit or a per-agent view is a bill you read afterwards.
- Nerve shows cost per agent and per model, with daily trends.
- Budgets warn and then pause for a human.
- No audit trail. When something goes wrong, “what did the agent do?” should have an answer.
- Every blocked attempt is audited.
- Nerve keeps an admin and chat audit trail.
- Vulnerabilities nobody sees. Agents add dependencies and code faster than people review them.
- Nerve runs real vulnerability scanning, including dependency CVEs, SAST and secret detection, on every tenant, not mock findings.
- Nerve produces CycloneDX software bills of materials, plus AI and cryptographic bills of materials.
Putting a number on it
- We publish no cost figure here. The right number depends on your team size, your change rate and what an incident costs you. Book an assessment if you want to work it out for your own situation.