AptaRed
Red Teaming & Evaluation
Automated adversarial testing across text, audio, video, and image — powered by live threat intelligence. Manual red teaming is slow, inconsistent, and fundamentally limited by human imagination and bandwidth. Sentry automates the entire pipeline: from threat discovery to risk scoring to remediation routing, continuously.
Vault
Curated adversarial prompt library spanning jailbreaks, injections, and multi-modal attacks with live threat feed updates.
Forge
200+ mutation operators generating novel adversarial variants from seed prompts — finding vulnerabilities before attackers do.
Nexus
Multi-turn, multi-modal structured evaluation supporting text, audio, video, and image across complex conversation flows.
Finding
Data
Data
tuning
Model
AptaResolve
Remediation & Blue Data
Every finding becomes a fix. Every fix becomes training data. Your AI compounds in quality with every cycle. The gap between red team findings and model improvement is where most AI security programs stall — because bridging it requires high-quality training data that most teams cannot generate at speed or scale.
Red Data
Adversarial prompts and attack patterns curated from red team exercises — structured as high-quality training examples showing unsafe behavior.
Blue Data
Safe, corrected responses paired with red data — forming complete training pairs that teach models the right behavior under attack.
MCP Proxy
AgentRed
Agentic AI Security & MCP Proxy
Your AI agents are acting autonomously. Sentry ensures they stay within bounds. Agentic AI systems represent the fastest-growing and least-secured category in enterprise AI. Traditional security tools were built to inspect code — they have no visibility into model decisions, tool calls, or data flowing through agent workflows.
Indirect Prompt Injection Detection
Detects injection attacks embedded in emails, documents, and web content agents process.
MCP Proxy, Skills & Traffic Inspection
Sits inline between agents and tools — inspecting all traffic for unauthorized calls and privilege escalation.
Behavioral Anomaly Detection
Establishes agent baselines and flags deviations in real time.
Agentic Trace Debugger
Full audit trail of every decision, tool call, and output in an agent workflow.
Sensitive Data Protection
Automated PII detection and redaction before data reaches the LLM context window.
AptaSignal
Runtime Guardrails & Monitoring
Every prompt. Every response. Evaluated in real time — before harm reaches users. Production surfaces what pre-deployment testing didn't. Real users, adversarial creativity, and the compounding edge cases of scale consistently surface behaviors that no test suite fully anticipates.
Adaptive Guardrails
Dynamically adjusting policies that learn from production traffic and emerging threats.
Live Prompt & Response Monitoring
Real-time analysis of every prompt and response — without sampling.
Drift & Anomaly Detection
Detects model drift over time and behavioral anomalies indicating compromise.
Policy Violation Detection
Pre-built rules for PII, harmful content, competitive mentions, and custom policies.
Workflow Routing
Intelligent routing of flagged interactions to reviewers, fallback models, or auto-remediation.
AptaBadging
Model Security
Validate every model before it enters your environment. Then keep watching it. Malicious actors are publishing compromised models on public repositories — traditional security scanners cannot detect trojaned models, malicious pickle files, or backdoored components embedded at the weight level.
Static Model Scanning
Deep inspection of model weights and metadata for known malicious patterns.
AI Bill of Materials (AIBOM)
Complete inventory of every model component, adapter, and training data lineage.
CI/CD Gate Enforcement
Blocks unvalidated models from reaching production — integrates with existing pipelines.
Compliance Mapping
Maps results to MITRE ATLAS, NIST AI RMF, EU AI Act, and GDPR for audit-ready documentation.
Persistent Audit History
Immutable audit trail of every validation event and behavioral change for regulatory purposes.
AptaConsult
AI Evaluation Consultation
The strategy and expertise that make your entire Sentry investment work. Tools alone do not produce AI security. Without a clear evaluation strategy, calibrated benchmarks, and an expert-designed programme, even the most capable platform produces findings that teams struggle to act on.
Evaluation Strategy & Program Design
Custom red teaming programs aligned to your threat model and regulatory requirements.
Custom Benchmarks & LLM-as-a-Judge Guardrails
Calibrated benchmarks and guardrails tuned to your specific use cases and safety requirements.
Agentic System Evaluation
Deep-dive security assessment of autonomous agent architectures and trust boundaries.
Regulatory Compliance Advisory
Expert guidance on EU AI Act, GDPR, NIST AI RMF, and ISO 42001.
Ongoing Optimisation
Continuous programme refinement as your AI stack and the threat landscape evolve.