BreakRails

AI Safety & Red-Team Engine

BreakRails: the always-on AI red team for production endpoints.

BreakRails continuously red-tests AI APIs against real-world attack vectors, generates AI-powered fixes across the full defense stack, and verifies that the fix actually worked. Built for organizations that ship AI into production.

10Attack Categories
3Compliance Frameworks
24/7Continuous Testing
Cybersecurity operations dashboard

Adversarial Defense, VerifiedTest. Fix. Re-test. Prove remediation works before attackers find the gap.
OWASPLLM Top 10
NISTAI RMF
EUAI Act
Core Features

Eight capabilities. One adaptive red-team engine.

BreakRails goes beyond static testing. It probes, escalates, maps to compliance, recommends fixes, and verifies the result, every cycle.

Adversarial AI Red-Teaming

Tests AI endpoints against 10 attack categories spanning jailbreaks, prompt injection, data leakage, and more.

Deep Scan: Multi-Turn Agentic Attacks

When single-shot attacks fail, an escalation agent launches multi-turn conversations with category-specific tactics.

Compliance Mapping

Auto-maps test results to OWASP LLM Top 10 (2025), NIST AI RMF, and the EU AI Act with per-control scoring and thresholds.

AI-Powered Recommendations

Generates defense-in-depth fixes across 4 layers: prompt patches, input filters, output rules, and provider config, priority-ranked.

Verification Loop

Re-test after applying fixes and compare pre- and post-fail rates to prove remediation actually worked.

Notifications & Alerting

Email alerts on run completion, failure, or threshold violations, with per-user preference controls.

Provider-Agnostic

Works with OpenAI, Anthropic, Ollama, or any custom HTTP endpoint. Plug it into whatever stack you already run.

Analytics & Reporting

Pass-rate trends, jailbreak rate, false-positive and negative rates, category breakdowns, and CSV/PDF export.

OWASP LLM Top 10 (2025)
NIST AI RMF
EU AI Act
Real-World AI Risk

Built for teams protecting live AI systems.

Use BreakRails to evaluate production endpoints, review risky responses, and verify fixes across your AI workflow.

Endpoint testing

Endpoint Testing

Run adversarial tests against AI APIs before gaps reach real users.

Risk visibility

Risk Visibility

Convert red-team output into clear controls, scores, and remediation tasks.

Continuous governance

Continuous Governance

Move AI safety checks from one-time audits to always-on monitoring.

Why BreakRails

What sets BreakRails apart from other red-team tools.

Most red-team tools use fixed lists and stop at the report stage. BreakRails is built for how attackers actually operate and how teams actually need to respond.

01

Agentic, not static dataset

Most red-team tools run fixed prompt lists. BreakRails doesn’t rely on hand-curated prompts. A dedicated Attack Intel agent continuously sources and curates adversarial prompts from real-world threat research, feeding the platform with up-to-date attack vectors as new techniques emerge.

02

Full remediation cycle, not just reports

AI generates fixes at 4 layers: prompt, input, output, and config. Then verification proves the fix worked. BreakRails closes the loop instead of just flagging problems and leaving them on someone’s plate.

03

Continuous, not one-time

Scheduled automated runs make BreakRails an always-on safety layer, not a quarterly audit. Threats evolve daily; your testing should too.

Roadmap

From red-team engine to AI deployment gate.

Planned enhancements that bring BreakRails into the CI/CD lifecycle, customize it to your domain, and turn flagged risks into resolved incidents.

Team workflow and incident response

Team workflow and incident response
Production-grade AI deployment gates

Production-grade AI deployment gates
1

CI/CD Pipeline Integration

Run red-team tests as a deployment gate inside GitHub Actions, Azure DevOps, and Jenkins. No unsafe AI ships to production.

2

Custom Prompt Suite Builder

Let organizations create domain-specific adversarial test suites tailored to their industry, use cases, and risk profile.

3

Incident Response Workflows

Assign, track, and resolve flagged vulnerabilities with built-in team collaboration and accountability trails.

4

Run Comparison View

Compare results across multiple test runs side-by-side to track how your AI system’s safety posture evolves and measure the impact of applied fixes.

Long-Term Vision

The standard safety certification layer for AI in production.

Today, organizations run one-off audits or rely on manual red-teaming. BreakRails replaces that with an always-on, automated, and adaptive system that keeps pace with evolving threats and tightening regulations.

Looking ahead, we’re expanding beyond testing into a full AI governance platform, covering policy enforcement, audit trail management, cross-team collaboration on safety incidents, and real-time compliance monitoring as global regulations evolve.

As AI adoption scales across industries, BreakRails aims to become the standard safety certification layer between AI development and production, just as security scanning became standard for software deployment.

Every organization deploying AI will need this. Not as a nice-to-have, but as infrastructure.

Currently In Active Development

Want to bring continuous AI red-teaming, compliance mapping, and automated remediation into your stack?

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