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Insurance for the Agentic Economy

Harbor helps financial institutions measure, mitigate and insure the risks introduced by autonomous systems.

Backed by

Agents operate with a level of autonomy, speed, and scale that traditional security controls weren’t designed for.As they interact with sensitive data and external environments, even small security gaps can propagate and have outsized consequences faster than existing safeguards can contain them.

That’s what we solve at Harbor.

We identify AI agents across your organization

We analyze every agent across our risk framework

We integrate guardrails and propose structural changes to reduce risk surface.

We transfer liability for the remaining risks.

Hallucinated facts and fabricated content

VR-01

Mishandling of high-risk scenarios

SF-03

Tool chain manipulation

SC-03

Disclose salary or compensation data
Answer general HR policy questions
delete_table (employees)
Bias and discriminationP-03
Contract and SLA failureP-04
Data leakageP-05
IP infringement and defamationP-06
Action errorsP-02
Action errorsP-02
HallucinationsP-01
HallucinationsP-01
Action errorsP-02
Action errorsP-02

Agents operate with a level of autonomy, speed, and scale that traditional security controls weren’t designed for.As they interact with sensitive data and external environments, even small security gaps can propagate and have outsized consequences faster than existing safeguards can contain them.

That’s what we solve at Harbor.

01 Inventory

We identify AI agents across your organization

  • Hallucinated facts and fabricated content

    VR-01

  • Mishandling of high-risk scenarios

    SF-03

  • Tool chain manipulation

    SC-03

02 Identify and measure risks

We analyze every agent across our risk framework

  • Hallucinated facts and fabricated content

    VR-01

    Disclose salary or compensation data

  • Mishandling of high-risk scenarios

    SF-03

    Answer general HR policy questions

  • Tool chain manipulation

    SC-03

    delete_table (employees)

03 Mitigate

We integrate guardrails and propose structural changes to reduce risk surface.

AI liability coverage

Named perils

  • HallucinationsP-01
  • Action errorsP-02
  • Bias and discriminationP-03
  • Contract and SLA failureP-04
  • Data leakageP-05
  • IP infringement and defamationP-06

Coverage*

  • Third-party liability01
  • First-party operational loss02
  • Regulatory defense03

*Incident response and pre-claim mitigation included.

04 Insure the remaining risk

We transfer liability for the remaining risks.

We are building the standard for agent risk alongside the institutions defining the frontier.

“Agents operate with greater autonomy, scale, and speed — creating risks that human controls weren’t built to address. Harbor helps teams identify, measure, and manage those risks as they emerge.”

Kiana JafariResearcher, Stanford Center for AI Safety

Let’s insure the agents you deploy

A risk framework and an insurance capacity, built for banks, insurers, and the teams that govern their models.

Born out of research at Stanford. Built to sit on a bank’s balance sheet.