QNeura · Applied AI Advisory

Clarity in applied AI.


The pace of AI capability is changing what institutions can build and what they should refuse to build. Decisions about strategy, architecture, and deployment are increasingly made under uncertainty and time pressure, and the cost of moving slowly is now comparable to the cost of moving recklessly.

QNeura is an applied-AI advisory and research practice. We work with institutional clients — technology organisations, public-sector bodies, and senior decision-makers — on the strategy, architecture, and delivery of machine-learning systems where the consequences of getting it wrong are non-trivial.

To deliver real value, the practice is structured around three core capabilities:

Applied AI engagements

Selective advisory and technical-leadership engagements covering strategy, architecture, and delivery of machine-learning systems. Conducted under NDA.

AI Strategy

Define your AI roadmap, evaluate build-vs-buy decisions, and architect systems that scale with your business.

Roadmaps Architecture Vendors

LLM & RAG Systems

Production-grade retrieval-augmented generation pipelines with proper evaluation, guardrails, and observability.

RAG Embeddings Evaluation

Agentic Systems

Tool-integrated reasoning agents that perform real tasks. Multi-step workflows with proper error handling.

Agents Tools Workflows

Quantum Computing & QML

Applied quantum computing and quantum machine learning for research, prototyping, and advanced computational workflows.

Quantum QML Research

Geopolitical & Strategic Advisory

Applied analysis for complex geopolitical environments, dual-use technology strategy, and AI-enabled policy questions.

Geopolitical Risk Dual-Use Strategy Policy Analysis

From fast decisions to embedded leadership

Choose the model that fits your stage, timeline, and technical ambition.

Shlomo Kashani

Researcher, author, and advisor.

Selective engagements with institutional clients. Conducted under NDA.

Shlomo Kashani

Shlomo Kashani

Researcher · Author · Advisor

Doctoral researcher in Defence and Strategic Studies at Missouri State University, working on strategic decision-making under conditions of extreme uncertainty and compressed time, with particular focus on international terrorism and AI wargame simulations. Author of two books spanning history and deep learning. Based in Jerusalem.

Read the practical AI guide

Frameworks, decision criteria, and hands-on guidance for teams planning their next AI move.

Ready to build real AI systems?

Reach out to discuss your AI roadmap, evaluate vendors, or get hands-on help shipping production systems.

QNeura.ai

Research · Advisory · Author

Let's build something real

From strategy to production. AI systems that work, not just demos.