Physical AI that
moves your operations
Robots, autonomous mobility, digital twins, smart factories. CoreValueUp is a consulting firm that helps companies put physical AI and advanced technology to work on their production, logistics and operations floors, from strategy and system design to validation and deployment.
We turn technology into
core business value
CoreValueUp is an advanced technology consultancy founded in Gwangju, Korea in 2026. Centered on physical AI, we cover the full path from technology to business results: adoption strategy, AI solution development, data and security, and incubation and investment for early-stage startups.
Business areas — startup and management consulting, professional, scientific and technical services, academic and research contracts, AI-based software and platform development, data analysis and processing, information security solutions, early-stage startup selection, investment and incubation, private investment fund formation and management, and environmental, engineering and real estate consulting
Protect the core,
lift the value
The symbol joins the geometric letters C and V with an arrow for rising value. The gradient, flowing from navy through violet and magenta to sky blue, stands for the computing power of AI and its continuous expansion.
A C drawn as an open hexagon: the solid foundation of industry and the core of technology.
A V that turns upward inside the C: value that has passed validation, results proven in numbers.
An arrow that grows out of the V and breaks past the frame: continuous growth with our clients.
#0B2257#2B5BC8#6A45C8#CD44D8#35C6F4Navy → Violet → CyanAI that sees, decides and moves in the real world
A chatbot answers on a screen. Physical AI reads the physical world through sensors and acts on it through robots, equipment and vehicles. Operations change only when all three steps run as one loop.
Sense
Cameras, LiDAR, force-torque sensors and IoT meters turn site conditions into data.
- Machine vision & 3D perception
- Equipment & environment sensing
- Data collection pipelines
Decide
Digital twins, simulation and predictive and optimization models decide the next action.
- Digital twins & simulation
- Predictive & optimization models
- Decision support systems
Act
Cobots, AMRs, AGVs and automated equipment carry the decision out as physical motion.
- Cobot & automation cells
- Autonomous mobility (AMR, AGV)
- Edge control & safety design
From strategy to deployment and investment,
we work on four fronts
Consulting sets the direction, solutions make it real, data and security protect it, and investment and incubation grow the ecosystem.
Physical AI & advanced technology consulting
From on-site assessment to adoption roadmaps and investment feasibility.
- Smart factory & digital transformation strategy
- Feasibility studies for robots and autonomous mobility
- Digital twin design
- R&D and government grant planning
AI solution development
We design and build industry-specific models and platforms.
- Industry-specific AI solutions
- AI decision support systems
- Automation & optimization engines
- Cloud & SaaS services
Data & security
We build the foundation for running connected sites securely.
- Data analysis, processing & databases
- API & platform integration
- Information security & cyber threat analysis
- Insider threat detection & response
Incubation & investment
We find technology startups and help them through the early stage.
- Early-stage founder selection & investment
- Acceleration programs
- Private investment fund management
- Public-private co-founder programs
Validate small, then build big on what is proven
Physical AI puts equipment and people at stake. So after assessment and design we always validate with a PoC, and only the validated scope moves on to full deployment.
Assess
Site observation, process and data review, bottlenecks and automation candidates
Design
Target KPIs, system architecture, investment size and payback period
Validate
A PoC on one line or process, confirmed by simulation and field measurement
Deploy
Equipment and software rollout with partners, on-site training and safety acceptance
Operate & improve
Operational monitoring, model retraining, scale-up plans and links to government programs
Every industry with a physical site
From manufacturing to logistics, energy and public infrastructure. Wherever people and equipment work together, physical AI has a job to do.
Manufacturing · Smart factory
Cobot cells, vision inspection, predictive maintenance, process digital twins
Logistics · Retail
AMR warehouse automation, picking optimization, inbound and outbound data integration
Energy · Environment
Power plant and ESS monitoring, environmental sensing, renewable operations optimization
Public sector · Local government
Industrial complex digital transformation, regional industry strategy, public R&D planning
Construction · Plants
Site safety monitoring, automated valve and pipe inspection, construction data management
Agriculture · Food
Smart farm automation, sorting and packing robots, crop growth analytics
- EducationPh.D. in Industrial Engineering (smart factory, renewable energy, ICT); M.S. in Financial Engineering
- ConsultingSmart factory and SI proposal consulting; evaluator and advisor for government and public agency programs
Technology should be proposed
by people who know the field
"Building products as a head of R&D and reviewing hundreds of projects as an evaluator taught me one thing: technology that only works in a report will stop on the shop floor."
CoreValueUp brings together hands-on experience leading manufacturing R&D and experience in government policy and evaluation. We look beyond what the technology can do to capital spending, staffing, safety regulation and government support, and propose the most realistic path to adoption.
Start by telling us
about your site
A process you want to automate, a robot you are evaluating, a government project you are preparing. Any stage is fine. In the first meeting we agree on scope and schedule together.