Neural AwarenessVarga Zoltán EN / HU

Market research · digital twins

Your research, queried in plain language.

The value of existing studies and panels is released when anyone can query them instantly, traceable to the source. For that I build natural-language research portals, synthetic personas and targeted digital twins.

Four modes

From existing knowledge to a simulated decision.

Research portal

Natural-language research querying

With a leading Hungarian market-research firm: clients query their own studies in plain language, with verbatim, attributed quotes — the source is always traceable.

Synthetic personas

Rapid qualitative and concept testing

Built on a 98-document persona corpus, a concept test or a depth-interview simulation runs in minutes — as a complement to the real panel, not a replacement.

Digital twin

A purpose tool, not a paradigm

A digital twin pays off where cheap simulation prevents an expensive real-world error. A vault-conditioned drafter PoC: an accelerated decision-prep tuned to your knowledge.

Market-entry reports

GFIS-driven CEE market analysis

For an anonymized Chinese manufacturer and a French longevity brand entering CEE: a full competitor map, regulatory and pricing picture, and an AI-visibility gap analysis.

Related

The engine behind it: my own RAG stack.

The research portal runs on my own enterprise RAG system — corpus, embedder, reranker, evaluation, all in my own hands.