Case Studies
Where Axis.ONE works today.
Robotics
Enable robots to see, understand and act in real time.
Vision, inference and robotic control in one connected edge workflow. Robots recognize target objects, understand workspace conditions and perform automated tasks close to where operations happen.
- Vision-based recognition
- Real-time robot control
- Edge AI processing
- Industrial task automation
Smart Factory
From production-line data to AI-driven insight.
Visual data collection, preprocessing, edge AI inferencing and dashboard monitoring combined into a complete smart-factory inspection workflow.
- Vision-based inspection
- Edge AI inferencing
- Process monitoring
- Dashboard analytics
Industrial Safety
See risks earlier. Respond faster.
Camera-based worksite data analyzed at the edge to detect unsafe conditions, identify risk areas and support faster on-site response — including early detection for battery storage and thermal runaway.
- Worksite visual awareness
- Safety condition monitoring
- On-site alert support
- Edge-based operation
Healthcare
AI-powered clinical assistance.
Patient records, voice-based inputs and AI-assisted documentation connected into a streamlined clinical workflow that reduces repetitive documentation work.
- EMR-based review
- Voice input support
- AI documentation assistance
- Clinical workflow support
Deployment Approach
Solving core pain points across mission-critical sites.
Tailored for decision-makers in energy, defense, public infrastructure, logistics and manufacturing.
Don't replace everything
“Just implant an AI brain into the infrastructure you already operate.”
No multi-million-dollar GPU clusters or brand-new machinery. By deploying Axis.ONE onto the standard Intel-CPU industrial PCs and edge devices already running on-site, legacy infrastructure becomes an autonomous physical AI ecosystem.
Start one by one
“Start where the risk is highest.”
Address the most urgent bottleneck first: the Vision-Brain (Vision.ONE) for inspection, the Reflex-Brain (Safe.ONE) for worker hazards or thermal runaway, then the Action-Brain (Robo.ONE) for autonomous handling — all under one Main Brain, Axis.ONE.
Sovereign AI
“Not a single byte of operational data leaves your perimeter.”
100% on-premise with zero cloud dependence — for energy grids, defense, government agencies, oil & gas and battery manufacturing, where data sovereignty is non-negotiable.
Growth Flywheel
The more sites there are, the cheaper & faster the next one becomes.
- Reuse existing CPUs — no GPU, no cloudAdoption economics hold, enabling brownfield site penetration.
- Fast learning via Axis.LOOP100-day pilots collapse to 10 days. Deployment becomes routine.
- Real-world data accumulates at every siteForms a data moat that competitors cannot replicate.
- The model evolves on its ownThe next customer deploys faster and more accurately.
- Validated references pull the next dealMaintenance revenue expands lifetime value.
Leadership
Intel APAC leadership × business-development specialist.
CEO & CTO
Former Intel APAC AI Division Head · 25+ years
- 25+ years in IT; former Intel Automotive & IoTG development team manager
- Former Intel APAC AI Division Head
- Adjunct professor, System Semiconductor Engineering, Hanyang University
- Led autonomous-driving product-demo development for Intel Automotive at CES 2023–2025
CSO & Business Lead
Large-enterprise business-development specialist
- Advisory roles with industry associations and corporate-advisory firms
- Former committee member, overseas resource development council (MOTIE)
- Former lecturer, The Export-Import Bank of Korea
- Large-scale plant and O&G project experience in the Middle East and Americas
Milestones
Founded in January 2026 —
shipped, signed and selected in eight months.
ONE AI founded
Incorporated in Korea.
MOU · Hansol Logistics
NCM battery early-safety-detection system. Collaboration with OPEN Group for the Japanese market.
Venture certification
Certified venture company.
Intel (Ingenius) program
Global Corporate Collaboration Program; Middle-East expansion program (KOSME).
MOU · Kyungshin Total Logistics
Container-loading robot development.
Monozukuri World, Japan
Exhibited with OPEN Group. Selected for the 6th NEXT Challenge (MOLIT).
Dubai office
Invited to the Dubai Global Business Center (KOSME).
TIPS · K-Physical AI Alliance
Selected for TIPS (MSS) and joined the government-led K-Physical AI Alliance (MSIT).
Partners & Alliances
Building what's next, together.
Intel
Official AI technology partner (Intel Partner); Intel Ingenius program.
Hansol Logistics
Joint commercialization of Safe.ONE for battery early-safety detection.
OPEN Group · Japan
APAC market-entry channel partner; exhibited together at Monozukuri World.
Bring intelligence closer to your operation.
For partnership, deployment or investor inquiries about ONE AI, please contact HeartCore.
Information about ONE AI Co., Ltd., the Axis.ONE platform, demo videos and related performance figures is provided by ONE AI and has not been independently verified by HeartCore Enterprises, Inc. Performance figures describe results reported by ONE AI and may vary by site and use case. Product and company names are trademarks of their respective owners. This page is for informational purposes only and does not constitute an offer to sell or a solicitation of an offer to buy any securities.