End-to-End Quality Assurance and Security of AI Applications: Automated and Regression Testing of AI applications for QA, Adversarial AI Red Teaming for Security, Low Latency Runtime Guardrails to Enforce Threat Detection and Mitigation policies. TestSavant.AI is a QA and assurance platform built specifically for AI applications. It helps teams test, secure, and monitor AI systems before and after deployment. Traditional software testing tools are not designed to test probabilistic models, prompt-driven behavior, or adversarial inputs. TestSavant fills that gap by combining automated quality evaluation, AI red teaming, and runtime guardrails in a single platform. Organizations building AI products face two major risks. First, models can fail silently through hallucinations, prompt injection, data leakage, or unpredictable behavior under edge cases. Second, even when issues are discovered during testing, teams often lack a reliable way to enforce protections in production. TestSavant addresses both problems with a unified testing and runtime protection workflow. How TestSavant Works TestSavant continuously evaluates AI applications against both quality and security criteria. The platform simulates real user behavior and adversarial attacks to uncover vulnerabilities before customers encounter them. When weaknesses are discovered, TestSavant provides guardrails that can be deployed in front of any AI system. Key Capabilities AI Quality Evaluation for AI Outputs Evaluate hallucinations, reasoning accuracy, instruction following, and other model quality attributes across prompts, agents, applications, and workflows. Automated AI Test Suites Create repeatable test scenarios that simulate real user behavior and edge cases. Run them continuously as models, applications, or prompts change. AI Red Team Testing Automatically probe AI systems with adversarial prompts and attack strategies to uncover vulnerabilities such as prompt injection, jailbreaks, sensitive data exposure, and policy violations. Runtime Guardrails Deploy our proprietary low latency self-adaptive guardrails directly into production to block unsafe inputs, prevent harmful outputs, and enforce AI policies based on findings from the testing phase. Telemetry and Observability Track threat attempts, latency, token usage, and guardrail performance to monitor how AI systems behave in the real world. Versioned AI Safety Configurations Manage and version guardrail policies so teams can adapt protection levels as models, prompts, and risk tolerance change. Who It’s For * QA teams responsible for validating AI reliability * Engineering teams deploying AI applications, agents, copilots, and chat interfaces * Security teams protecting AI systems from adversarial attacks TestSavant helps organizations ship AI faster while maintaining confidence in quality, security, and safety.