AutoAlign AI

AutoAlign's Sidecar is a dynamic AI firewall designed to enhance the safety, security, and effectiveness of large language models (LLMs). This software interacts with LLMs in real-time to provide continuous protection and performance optimization for enterprises deploying generative AI solutions.

Key features:
- Dynamic Interaction: Operates alongside LLMs to provide real-time security and performance enhancements.
- Hallucination Reduction: Detects and mitigates ungrounded answers, warning or highlighting unfounded content to ensure accuracy.
- Hacking Prevention: Detects and prevents sophisticated prompt injections and jailbreaks, reducing risks such as data leakage and reputational damage.
- Compliance Assurance: Operationalizes compliance requirements with Alignment Controls that map directly to regulations and internal controls.
- Vendor Independence: Allows for the upgrade of foundation models and infrastructures while maintaining alignment controls and monitoring.
- Immediate Protection: Minimizes issues like hallucinations, jailbreaking, data leakage, and bias with out-of-the-box Alignment Controls.
- Performance Enhancement: Improves model capabilities without restricting performance through intelligent alignment controls.
- Contextual Controls: Creates highly contextualized alignment controls specific to application requirements.
- Robust Compliance: Ensures compliance by mapping policies directly to alignment controls that can be reused across models or use cases.
- Major Model Support: Supports various models, including ChatGPT and Anthropic models, allowing for easy upgrades or switches while keeping alignment controls.
- Intelligent Monitoring: Provides logging and analytics out-of-the-box and supports integration with major cloud providers to detect security, safety, and performance issues quickly.

How it works:
1. Users deploy Sidecar alongside their LLMs through a web-based platform.
2. Sidecar continuously monitors and interacts with the LLMs in real-time.
3. The system detects and mitigates issues such as hallucinations, prompt injections, and compliance violations.
4. Users can fine-tune models for performance while Sidecar handles security and compliance.
5. Sidecar can reject problematic responses and instruct models to make corrections in real-time.
6. Users can map their compliance requirements directly to Sidecar's Alignment Controls.

Integrations:
NVIDIA NeMo Guardrails, KPMG

Use of AI:
Sidecar leverages generative AI by dynamically interacting with LLMs to provide real-time security and performance enhancements. The platform is built on NVIDIA NeMo Guardrails, which helps ensure that LLMs used in custom chatbot applications meet rigorous enterprise demands while remaining secure and powerful.

Target users:
- Healthcare organizations
- Financial institutions
- Compliance-driven industries
- Technology companies
- Government agencies

How to access:
AutoAlign's Sidecar is available as a web app, providing enterprises with a platform to deploy and manage their AI security solutions. The platform also supports integration with major cloud providers for enhanced monitoring and analytics.