Market Opportunity

Market Opportunity

The convergence of three megatrends makes NovaQ’s value proposition undeniable:

1. Post-Quantum Cryptography Demand

With NIST finalizing PQ cryptographic standards, enterprises and governments are now transitioning. AI systems, especially those tied to defense, finance, and healthcare, will require quantum-safe audit trails and model attestation tools.

NovaQ leads this niche with simulated and eventual real post-quantum secure AI verification.

2. Explosion of LLMs and AI Assistants

AI models are no longer confined to labs. From GPT-based assistants to medical LLMs and retail chatbots, hundreds of thousands of AI deployments are emerging.

But none of them are natively built for:

• Attestation

• Prompt optimization

• Adversarial resilience

NovaQ plugs this trust gap with lightweight tools and future-proof design.

3. AI Regulation & Compliance Boom

Governments and regulators are pushing out laws like:

• EU AI Act

• NIST AI Risk Management Framework

• GDPR + AI Usage Guidelines

Enterprises will need tools to document AI usage, ensure model authenticity, and simulate risk.

NovaQ provides:

• Audit-ready verification

• Verifiable logs

• Safety optimization

Estimated TAM (Total Addressable Market): $40B+ in AI compliance, validation, and secure infrastructure by 2027.