Prancer Continuous Frontier Attack Validation

Prancer continuously finds and proves attack paths before adversaries weaponize them. It is a deployable product—not a point-in-time consulting service—that combines an always-on testing engine, a policy-controlled multi-model router, the SwarmHack™ autonomous execution layer, and an evidence gate across the enterprise estate.

One continuous product from exposure to verified fix

  1. Continuous testing engine: establishes a full-estate baseline, detects change, and retests applications, APIs, identities, cloud services, networks, security controls, AI systems, and cyber-physical assets.
  2. Multi-model router: assigns work to Anthropic Mythos, OpenAI cyber models, private open-weight models, sovereign AI, or deterministic execution according to the task, deployment policy, efficacy, and cost.
  3. SwarmHack execution layer: uses specialist agents to discover, safely exploit, pivot, and validate end-to-end attack paths.
  4. Evidence gate: accepts only captured target evidence as exploit proof, prioritizes remediation, and retests until the path is closed.

Model intelligence proposes. SwarmHack executes. Evidence decides. Every action remains inside signed scope, under a process-global kill switch, with complete provenance and replayable plans.

Answers for enterprise security leaders

Every published finding is graded by proof, with Critical reserved for exploits carrying captured target output rather than version guesses. Continuous, scheduled, and CI/CD-triggered engagements keep the answer current. Direct tests validate ZTNA, SWG, CASB, DLP, FWaaS, MFA step-up, segmentation, and GenAI egress. Executive summaries and technical attack graphs map the evidence to PCI DSS 4.0, NIST CSF 2.0, ISO 27001, SOC 2, HIPAA, DORA, NIS2, and MITRE ATT&CK.

An objective, not a checklist

A scanner executes a fixed list. Prancer pursues an objective. More than 100 specialized agent capabilities share intelligence and re-plan when evidence changes. Captured credentials seed authenticated re-crawls, discovered internal networks feed lateral pivots, and successful actions become one end-to-end campaign graph.

  1. Discover hosts, applications, APIs, identities, cloud services, and controls inside authorized scope.
  2. Exploit with live, bounded attacks and no destructive payloads.
  3. Prove and fix through evidence-graded findings, attack graphs, and remediation retests.
  4. Certify validated scope with a UUID and SHA-256 evidence hash.

Coverage across every trust boundary

Prancer includes 24 web and API exploitation capabilities; 21+ Active Directory and Entra capabilities; network, cloud, container, Kubernetes, and CI/CD attack paths; 23 Security Service Edge control validations; RoboSec, IoT, and physical-security testing; and validation for AI agents, models, tools, and A2A/MCP trust boundaries.

Deterministic execution with optional model exploration

The deterministic core requires no model and supports reproducible, air-gapped operation. Customers can optionally enable approved frontier, private open-weight, or sovereign models to broaden exploration. Model output can propose what to try, but only specialist execution and captured target evidence determine what is proven.

Proof over claims

Every finding is graded Exploited, Observed, Attack Path Identified, or Simulated. An Exploited label without captured output is automatically downgraded, and only Exploited findings can be Critical. In a 200-host AWS lab, Prancer covered 18 application surfaces and returned 45 findings—19 Exploited and 13 Critical—while tracing the complete web RCE to service credential, host root, and IAM credential-holder chain to seeded ground truth.

Deployment choice and safe operation

Prancer is delivered as SaaS, in a private cloud, or as an air-gapped appliance. Private deployments can keep GPUs, model inference, execution, and evidence inside the customer environment. Every engagement is bounded by a signed authorization envelope, short-lived scope, read-then-report proof rules, and a process-global kill switch.

SwarmHack datasheet

The SwarmHack datasheet (August 2026) documents 30+ agent types, 17+ network protocols, the 8-class AI-agent attack battery, OCSF 1.1 structured evidence, and deployment options across SaaS, private cloud, and air-gapped environments. Need an attack technique, control, or environment that is not yet supported? Contact us—new attack classes are prioritized into the roadmap.

Explore Prancer

SwarmHack engine · Enterprise deployment · Prancer Core · Prancer Identity · Prancer SSE · Prancer Ghost · 200-host AWS proof · Book an executive briefing.