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AI Red Teaming

Kavalan RedTeam

Risk-based GenAI Red Teaming. Continuously test models, RAG pipelines, agents, and workflows with risk-based simulations, remediation tracking, and executive reporting.

Problem

AI risk moved faster than traditional controls.

Point-in-time model testing cannot keep pace with changing prompts, data, tools, retrieval sources, and model behavior. Enterprises need red teaming that reflects real business impact.

How Kavalan Solves It

Kavalan RedTeam runs continuous attack simulations across direct prompts, indirect content, RAG documents, agent tools, and workflow chains, then prioritizes findings by enterprise risk.

Key Capabilities

Controls built for the way enterprise AI actually behaves.

Continuous vulnerability discovery for models, RAG apps, agents, and workflows
Direct and indirect prompt attack simulation libraries
Risk-based scoring by data sensitivity, action severity, and exploitability
Remediation workflows with owners, evidence, and retest history
Executive reporting for AI risk committees and board-level oversight
Custom test packs for industry, policy, and application-specific threats

Architecture

A policy and evidence layer for production AI.

Kavalan evaluates AI interactions where risk appears: user prompts, retrieved context, model responses, files, agent memory, tool calls, and business actions.

Enterprise Use Cases

Designed for regulated teams and high-value workflows.

Pre-launch assurance for GenAI applications
Ongoing testing for model and retrieval behavior drift
Compliance evidence for AI risk management programs
Security engineering prioritization across the AI portfolio

Dashboard

Operational views for security leaders, AI teams, and auditors.

Prioritize risk, drill into events, prove control effectiveness, and monitor adoption without asking teams to leave their existing workflows.

CISO

See and reduce AI risk across employees, products, vendors, and autonomous workflows.

CIO

Enable AI adoption with controls that work across the enterprise technology estate.

Head of AI

Launch copilots and agents with runtime guardrails, testing, and measurable assurance.

Security Engineering

Integrate policies, logs, approvals, and detections into existing security operations.

Request a Demo

Secure the AI your enterprise runs on.

See how Kavalan helps security and AI teams govern workforce AI, protect agentic systems, and continuously validate GenAI risk.