🦉 Welcome to Trustwise Harmony AI
Harmony AI is Trustwise’s unified platform for agent trust, safety, and performance evaluation. It empowers teams to rigorously test, validate, and monitor AI agents using a combination of data generation tools, red-teaming utilities, and comprehensive evaluation metrics.
Together, the Harmony AI suite provides full lifecycle oversight of your AI agents, from initial prompt testing to real-time trust score reporting.
🛡️ The Harmony AI Shielded Approach
Harmony AI is Trustwise’s enterprise-grade solution that transforms Naked AI, unprotected GenAI, agents, and multi-agent systems, into Shielded AI that is secure, efficient, and compliant.
Built on a continuous AI trust loop, Harmony AI enables enterprises to:
- Surface agent risks and control gaps in real time
- Fortify systems with red and blue teaming defenses
- Run AI agents securely and efficiently in production
- Control AI behavior through our AI-SPM (Safety & Performance Management) engine
Harmony AI is modular and extensible, powered by six purpose-built Shields:
- 🛡️ MCP Shield – Anchors model behavior to defined roles, contexts, and personas
- 🛡️ Prompt Shield – Prevents prompt injection, data leakage, and jailbreaks (coming soon)
- 🛡️ Compliance Shield – Enforces enterprise policies and regulatory standards (coming soon)
- 🛡️ Brand Shield – Filters outputs for safety, bias, and reputational risk (coming soon)
- 🛡️ Cost Shield – Optimizes runtime and token-level efficiency
- 🛡️ Carbon Shield – Minimizes the environmental footprint of AI workloads
Compatible with any LLM, any data, and any cloud, Harmony AI enables secure agent deployments across industries, from finance to healthcare, while giving CISOs, CIOs, RAI Leads, and AI/ML Ops teams full oversight and control.
🛠️ Key Features
| Feature | Description |
|---|---|
| ✅ Prompt + Persona Generation | Realistic prompt generation tailored to your agent’s use case |
| 🔐 Adversarial Red Teaming | Curated and dynamic prompts to test policy violations and unsafe behavior |
| 📈 Metric-Based Evaluation | Completion, refusal, adherence, and stability scoring |
| 🔍 Trust Tracing | Agent monitoring with OpenTelemetry and MELT telemetry |
| 🎮 Playground + Experiments | Interactive prompt debugging and agent comparison tools |
| 🏛️ Standards Compliance | Aligned with ISO/IEC 42001, NIST AI RMF, EU AI Act, OWASP and more |
| 📦 Integration Ready | Works with OpenAI, Anthropic, HuggingFace, Google Gemini, LangChain, Neo4j, Qdrant, etc. |
🚀 Getting Started
🔐 Who Is Harmony AI For?
| Role | Value Provided |
|---|---|
| Developers | Improve prompt quality and test agent logic |
| AI Safety Teams | Red-team agents and enforce trust guardrails |
| Compliance Officers | Evaluate adherence to internal policies and AI regulations |
| Product Managers | Compare agent variants and make trust-based deployment decisions |
Need help? Contact us at help@trustwise.ai