Proving which exposures are exploitable, containing imminent threats and driving verified fixes through each organization's tools and processes

Seemplicity, AI technology uniquely built for autonomous exposure response, today introduced AI Exposure Response (AER) Skills. While exposure management platforms stop at a prioritized, assigned backlog, Seemplicity AER Skills teach agents how to prove whether an exposure is real, neutralize it when it is, and carry the permanent fix through to verified, auditable closure.

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Diagram of Seemplicity AI Exposure Management and AI Exposure Response: findings from scanners, cloud, code and the CMDB flow to AI Response Analysts, who use the Skills Library to investigate, validate, remediate and verify exposures across cloud, hosts, code, change management and teams.

AER Skills are the expertise powering Seemplicity’s AI Response Analysts, which are ready-made agents that combine skills for one part of the attack surface, such as hosts, code or container images, and act through each organization's own tools and change processes.

“Exposure management did its job, helping security teams know what’s exposed, who owns it and what the fix is. Then everything stops, because a person still must do the work,” said Yoran Sirkis, co-founder and CEO of Seemplicity. “When an exploited vulnerability can’t wait for an SLA, a better-ranked backlog isn’t the answer. The difference between an agent that guesses and an analyst you can trust is skill. We’ve captured how the best security engineers investigate and fix exposures, so agents can apply that expertise to every finding at machine-speed.”

Finding exposures is already solved. Fixing them takes skill.

AI is shrinking the time between a vulnerability's disclosure and its first exploit. As AI accelerates the production of proof-of-concept exploits, “a public exploit exists” no longer separates the urgent few from the rest. SLA-driven backlogs simply cannot keep pace.

Most exposure management programs can already answer if a vulnerability is assigned and on time. However, the key questions that decide the outcome still rely on manual work: “Is it real?” “How do we neutralize it?” “Is it fixed, and can we prove it?” General-purpose agent frameworks don't close that gap because they lack the context, remediation expertise and safety judgment that production systems demand.

What is a skill?

A skill is a unit of security expertise an AI agent can carry out. This includes the steps an experienced engineer takes to answer one question about an exposure, the tools used to verify the exposure, and the evidence needed before acting. Seemplicity's skills include:

• Exploitability: do the prerequisites in public proof-of-concept exploits hold in the live environment?
• Reachability: is the vulnerable code actually loaded and called?
• Root cause: which repository, build or base image introduced the vulnerable component?
• Ownership: which team owns it, based on ticket history, git logs and assignment records?
• Response path: what is the fastest safe response: mitigate with a control such as a WAF rule, remove an exploit precondition, or fix with a patch or code change?
• Operational risk: does the fix need care, such as a kernel update that requires a reboot?

Every skill returns a verdict with an expandable evidence trail, so each decision can be reviewed and audited.

AI Response Analysts package skills by domain

AI Response Analysts are ready-made agents, each built for one part of the attack surface:

Host Exposure Analyst: Checks exploit prerequisites against live host configuration through EDR, assesses network reachability and flags fixes that carry operational risk, such as a kernel update that needs a reboot.

Code Analyst: Reads source code in GitHub and GitLab to confirm whether SAST findings are reachable, then sizes each fix so developers only see validated, scoped work.

SCA Analyst: Confirms that vulnerable library functions are actually imported and called. When a zero-day drops, one SBOM-powered query finds every instance of the component before scanner signatures catch up.

Web Analyst: Maps DAST alerts and bug bounty reports to the exact code that handles the request, even behind a gateway, then names the owner and can open a draft pull request with the fix.

Container Image Analyst: Traces each vulnerable package to the build and layer that introduced it and recommends a fix that matches the root cause. In early internal runs on critical findings, about half proved not exploitable in practice and dropped to the lowest priority.

Built to act safely

Every skill runs inside the AI Exposure Response Harness, a governed runtime that lets analysts investigate, contain, fix and verify exposures through an organization's own tools and change processes. It assembles context for every finding and respects the realities of production.

Proven in production

Seemplicity AER skills are already putting customers ahead of the curve. At one enterprise, an out-of-the-box Analyst investigated 612 prioritized findings and deprioritized 535 of them (87.4%) with evidence, while Analysts drove the remaining 77 to remediation. At another, the Seemplicity Web Analyst mapped 54 of 72 unowned bug bounty reports (75%) to source code, and 28 were remediated.

“Agent frameworks give you a model and a loop, but remediation needs the expertise written by people who have done this work and applied it with the full context of every finding,” said Ravid Circus, co-founder and Chief Product Officer of Seemplicity. “Our AI Response Analysts bring Seemplicity's skills on day one and put your team’s skills on every finding.”

Availability

AI Exposure Response Skills are available today to new and existing customers in Seemplicity's AI Exposure Response (AER) and AI Exposure Management (AEM) modules. The AEM module brings in findings from more than 200 tools, and the AER module can also run on an exposure management platform a customer already operates. Request your demo at seemplicity.ai/demo.

About Seemplicity

Seemplicity is AI Exposure Response that answers the “now what?” for cybersecurity exposure management. Built on expert security skills, Seemplicity lets security teams validate that an exposure is real, eliminate the imminent threat and remediate autonomously. No more tickets that sit. No more dashboards that only grow. Just exposure risk that goes down. Seemplicity: from found to fixed at machine speed. Learn more at seemplicity.ai.

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