Focus Areas & Technologies

The work at Wave3AI is not about a single product or platform. Instead, we explore a small set of recurring questions about how AI, people, and organizations fit together in practice.

Applied AI Systems

We study how AI systems behave in realistic settings and how they can be integrated into existing processes without over-claiming their capabilities.

  • Evaluation of AI system behavior in representative scenarios.
  • Attention to reliability, robustness, and user impact.
  • Exploration of architectures that support oversight and control.

Technical implementations and intellectual property related to these areas are covered by formal filings and are not described in detail on this site.

Human–AI Interaction

We explore interaction patterns where people remain central to decision-making, and AI systems provide support, context, and analysis.

  • Conversational and multimodal interaction patterns.
  • Escalation, explanation, and feedback mechanisms.
  • Design considerations for high-stakes or sensitive domains.

Technical implementations and intellectual property related to these areas are covered by formal filings and are not described in detail on this site.

Digital Trust & Governance

We look at ways AI and digital systems can respect existing governance structures and help organizations reason about risk and trust.

  • Conceptual models for trust and risk in AI-enabled workflows.
  • Alignment with compliance and oversight expectations.
  • Research into future directions for trustworthy infrastructure.

Technical implementations and intellectual property related to these areas are covered by formal filings and are not described in detail on this site.