INDEPENDENT THINKING. CONNECTED EXPERTISE.
A research mindset.
A practical purpose.
Knowledge Investment Group (KIG) is part of the Hyperfy group, bringing expertise in artificial intelligence, software engineering and applied research.
KNOWLEDGE INVESTMENT GROUP · LUMMETRY.AI
Questions that lead
to working systems.
Our project record connects four practical challenges: forecasting business activity with SEER, delivering AI across locations with SOLIS, analyzing video with ReDeN and connecting performers with audiences through OmniDJ.
Alongside that work, Andrei Ionut Damian and collaborators published research on recommendation systems, computer vision, neural architectures and machine-learning operations. The research library credits each coauthor and identifies each publication’s form and date.
Based in Bucharest, our practice connects AI and software engineering with business consultancy, project financing and project management.
A SELECTED HISTORY · 2015–2023
Ideas develop.
Experience accumulates.
- 2015
A focus on data science
Lummetry.AI’s company history dates the move from conventional software development toward data science to 2015.
Company history - 2017
Cloud software & connected experiences
Research explores application migration and GPU-based predictive environments. KIG announces the OmniDJ collaborative-streaming project.
2017 publications - 2018
Learning from retail activity
Coauthored papers investigate customer churn, product embeddings and recommendation pipelines using transactional data.
2018 publications - 2020
From research to completed platforms
OmniDJ and SEER reach their reported completion milestones. ProVe first appears as a preprint on product replacement and cold-start recommendations.
Completed projects - 2022
Operating AI across locations
The SOLIS project reports completion, alongside published research on the full path from data capture to actionable insights.
The SOLIS project - 2023
Distributed intelligence
ReDeN reports its platform delivered. The original AiXpand AI OS preprint explores cooperative, decentralized AI execution.
The ReDeN project