Prancer Agentic and NHI Security

You cannot validate what you cannot see. AI agents, copilots, and MCP servers are spreading through the enterprise faster than security teams can track them. Prancer Agentic and NHI Security finds them, maps how they connect, and hands every trust boundary it uncovers to SwarmHack for validation. Discovery is the front door to Prancer Ghost, the AI system security line.

What Prancer discovers

• AI agents and copilots running across applications, SaaS, and internal tooling — including the shadow agents no one registered.
• MCP servers and tools exposed to agents, with the resources, prompts, and capabilities each one grants.
• A2A connections where agents call other agents, and the trust each hop assumes.
• Model and inference endpoints the agents route to — frontier, private open-weight, or sovereign.
• Agent and non-human identities — the service accounts, API keys, and tokens agents carry, and the permissions attached to them.
• Agents hiding in your telemetry — Prancer mines the logs you already collect, including VPC/NSG flow logs, CloudTrail and cloud audit logs, DNS and proxy logs, and log analytics workspaces, to surface agent and model traffic no inventory records.

Every discovered asset lands in one inventory with its connections drawn as a graph, so the agentic estate stops being a blind spot and becomes something you can reason about.

From an inventory to a live attack surface

Discover agents, MCP and A2A endpoints, tools, models, and identities inside authorized scope. Map the trust boundaries between them — which agent can invoke which tool, reach which data, and act on whose behalf. Prioritize by exposure: internet-reachable agents, over-privileged identities, and tools wired to sensitive systems rise to the top. Then hand every boundary to SwarmHack, where the AI-agent attack battery tests it for prompt injection, tool abuse, and data exfiltration.

Where Prancer fits in the agent identity lifecycle

Prancer owns the first two stages: we discover the agents, endpoints, tools, models, and non-human identities across your estate, and we validate them — proving which trust boundaries are actually exploitable, with every finding backed by captured evidence. Remediation and runtime monitoring belong to your NHI platform and your SOC: provisioning agent identities, scoping them to least privilege, and watching them at runtime. Prancer finds the agents and proves the exposure; you close and watch it. As your identities and controls change, that feeds straight back into re-discovery.

What validation tests (early access)

Offered to early-access and design partners as bounded, authorized tests: prompt injection, tool abuse and MCP weaknesses, excessive permissions, Agent-to-Agent trust abuse, memory poisoning, data leakage, and lateral movement. Model-generated hypotheses are never treated as proven without reproduced target evidence.

Built on the SwarmHack engine

Agentic and NHI Security runs on SwarmHack, Prancer's AI-Native multi-agent autonomous pentesting engine. What discovery finds, validation exploits: discovered endpoints feed the exploitation lanes, captured credentials seed authenticated re-crawls, and every action stays inside a signed authorization envelope under a process-global kill switch. Model intelligence proposes, SwarmHack executes, evidence decides.

Deployment and safe operation

Delivered as SaaS, in a private cloud, or as an air-gapped appliance. Private deployments keep discovery data, model inference, and evidence inside your environment, bounded by a signed authorization envelope, short-lived scope, and a process-global kill switch.

Get started

Agentic and NHI Security is available now as part of Prancer Ghost, with validation offered to early-access and design partners. Contact us to scope a discovery engagement, or book an executive briefing.

Explore Prancer Ghost · Prancer Platform · SwarmHack engine · Prancer Core · Prancer Identity · Prancer SSE · Continuous Frontier Attack Validation.