Research & Development Disclaimer

Nature of Work

Katz Intelligence Ltd operates as an active research and development organization. Our work includes, but is not limited to:

• AI models, autonomous agents, and multi-agent systems
• Beta programs and developer preview software
• Security research and penetration testing
• Evaluation of third-party AI tools and platforms
• Experimental prototyping across all technology categories

Experimental Software

Products in our R&D pipeline are experimental in nature. They may be incomplete, contain bugs, produce unexpected output, or become unavailable without notice. Any reliance on experimental software is at the user's own risk. We strongly recommend not using any experimental KI product in production environments without explicit written agreement.

Research Context

Our research activities include:

• Competitive analysis of AI platforms, tools, and architectures
• Architecture and UX study of third-party products
• AI model benchmarking and comparative evaluation
• Security evaluation and vulnerability research
• Technical feasibility studies across all product categories

The presence of any third-party company, product, or tool in our research documentation does not imply endorsement, partnership, affiliation, or commercial relationship with that entity.

No Liability for Experimental Outcomes

Katz Intelligence Ltd assumes no liability for outcomes, decisions, or actions taken based on experimental R&D output, research findings, AI-generated recommendations, or any content produced by systems in active development. Research output is exploratory and should be independently verified before acting upon it.

Security & Data Handling

All research data, credentials, API keys, and sensitive information are handled with full-disk encryption and strict access controls. Security research is conducted in isolated environments. If you believe you have discovered a security vulnerability in any KI system, please disclose it responsibly by contacting us directly before any public disclosure.

Contact

For questions regarding our R&D activities or this disclaimer, contact us at contact@katzintelligence.com.