Adversarial Testing

Enterprise AI QA &
Adversarial Red-Teaming

Hardening your agents against a changing threat landscape. We provide continuous performance validation and adversarial testing to protect against prompt injection and model drift.

Prompt Injection Defense
Drift Monitoring

What's Included

Ensuring the 'Unbreakable' nature of your enterprise AI environment.

Prompt Injection Simulation

  • Testing firewalls against jailbreak attempts.

  • Adversarial attack simulation.

  • Bypass detection and logging.

Hallucination Benchmarking

  • Quantifying factual accuracy of RAG.

  • Automated truth-grounding checks.

  • Semantic similarity validation.

Drift Detection

  • Monitoring model performance over time.

  • Alerting on logic degradation.

  • Regression testing for logic.

Adversarial Data Poisoning Tests

  • Protecting vector stores from corruption.

  • Validation of ingested document integrity.

  • Isolation of malicious embeddings.

Latency & Throughput Stress

  • Ensuring performance during peak usage.

  • Inference pipeline optimization.

  • Load balancing validation.

Human-Alignment Verification

  • Validating agents follow corporate codes.

  • Ethical boundary verification.

  • Brand voice and tone QA.

Our Governance Commitment

Every Entesta engagement is underpinned by the same four non-negotiable principles — regardless of the service, industry, or deployment scale.

100%

Data Sovereignty

Zero third-party LLM training. Your data stays in your environment — always.

SOC2 · HIPAA · GDPR

Compliance Ready

Every deployment is architected to satisfy regulated-industry audit requirements from day one.

Append-Only

Forensic Audit Logs

Every AI interaction is logged immutably — full chain-of-reasoning traceability for legal and compliance teams.

24×7

SLA-Backed Support

Post-handover incident response, model monitoring, and adversarial re-testing — on your schedule.

QA FAQ

Answers about hardening and testing AI agents.

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