mace AI · Agent assurance for enterprise AI

Take back control of your AI agents.

mace AI provides adversarial agent red teaming, independent model red teaming, and agentic swarm defense.

Find out whether your agents can be pushed beyond the rules you rely on.

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mace AI helps enterprises deploy AI agents safely. We’re building toward Deep Model Trust: systems whose authority, decisions, and release processes are bounded and verifiable.

Adversarial agent red teaming · Fisher

What could your agent do with that access?

Fisher tests your configured workflow and gives your team findings, replay results, and remediation guidance. Get the evidence to decide what you should do next.

Three Fisher findings from the HIPAA Test assessment, with Observed, Confirmed, and Exploration signal evidence labels and separate replay statuses.

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Fisher interface exampleSelected findings from the HIPAA Test assessment. Evidence and replay status are shown separately. View full size ↗

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Three areas of work.

Built by leaders from world-class companies and universities.

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  • NVIDIA
  • Microsoft
  • Harvard
  • Columbia
Deep Model Trust

Research and development beyond Fisher.

We’re researching specialized models, personal agents, policy-based decisions, and evidence-led release processes. These initiatives are in research and development and are not commercially available.

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Published work

Read the research.

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Your first warning should not come from a client.

Start with the model, agent workflow, or swarm behavior that concerns you. We agree scope and access before testing.

Security & Trust, including SOC 2 status →

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