Dreamers Inc.
Engineering studio for AI, RAG, GPU computing, Web3 and cybersecurity in research-heavy sectors
Skills & Services
About
Dreamers Inc. is an engineering studio that builds AI, decentralised and security systems for technically demanding clients. Its services cover custom AI development, retrieval-augmented generation, high-performance and GPU computing, Web3 infrastructure, penetration testing and open-source intelligence. It also runs agentic engineering workshops and offers engineering consultancy and technical partnership.
Published projects show a research bias. They include HyperCite, a citation-grounded fact-checking engine that verifies claims against approved sources, and ColorLine, a RAG platform for legal documents with contract blacklining and precedent matching. Others are a retail platform that combines multimodal retrieval with 3D furniture scenes, a machine learning system for drug discovery screening, and a self-driving tractor platform built for AgroTractors with onboard GPU systems and terrain risk models.
The studio lists clients and sectors in defence, government, aerospace, education, financial services, healthcare, life sciences, energy, agriculture, logistics, legal and retail. Its blockchain work includes Solana validator engineering and privacy payments tooling.
The firm describes its people as scientists and builders. It publishes open-source work on GitHub under the dreamers-laboratory organisation and is listed on Clutch and GoodFirms.
Portfolio
HyperCite: citation-grounded AI fact-checking engine
Built an engine that checks AI claims against approved sources and shows where each conclusion comes from.
ColorLine: legal RAG and contract blacklining platform
Built a retrieval engine with structured search, multidimensional contract blacklining and precedent matching for lawyers.
AgroTractors: self-driving tractor platform
Combined rugged onboard GPU systems, control changes and drone-fed terrain risk models for autonomous farm work.

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