BC Mobility (BCM) is a motorcycle-specialized mobility group combining autonomous R&D · an Intelligent FMS · enterprise SaaS. We redesign the delivery-rider ecosystem with data through multimodal AI risk scoring.
A single visual language for real-world data, risk prediction, e-Call and SaaS operations — the BCM stack.
BCM connects its solution, operating services and risk-data API into one technology stack — maturing AI models with real operating data and extending them as enterprise SaaS.
A two-wheel-specialized Intelligent FMS — hardware device + software (monitoring, remote control, key-sharing) + AI risk scoring + e-Call.
Motorcycle lease, rental, short-term rental and used rental for delivery riders — validating FMS and operating quality together.
Risk intelligence for insurers, lenders and operators, built on driving, activity and contract data.
BCM is not just an IoT device company. We run multimodal-data autonomous R&D, rugged hardware, a data API for insurance/finance, and a B2B SaaS for lease/rental firms — all on a single data pipeline.
See the autonomous tracks →
Remote control, key-sharing, predictive maintenance and the data API connect in a single flow.
Monitoring automation
Per-second GPS · IMU · impact processed via Google Dataflow + BigQuery
In operation · ~250 units of data
AI accident prediction · e-Call
Autoencoder + Isolation Forest + XGBoost hybrid, false-positive rate under 15%
Jeonbuk startup package, through 2026-12
Multimodal risk scoring
Driving · activity · contract · biometric data fused, AUC 0.65+ target
TIPS R&D (Dec '25–Nov '27)
Two-wheel ADAS collaboration
Joint research with TMAP & Hyundai Motor on safe-driving scores for motorcycles
Planned 2027~
Device sales · SaaS subscriptions · data API · mobility service · risk intelligence. Five revenue axes that reinforce one another's data.
| # | Channel | Description | Pricing | Status |
|---|---|---|---|---|
| 01 | FMS Device | Motorcycle-grade FMS hardware sales — export-led | USD 50–100 / unit | Vietnam prototype contract signed; 3,000-unit SE-Asia export target by '27 |
| 02 | FMS SaaS | Subscription FMS for lease/rental firms and delivery agencies | KRW 10–20k/mo (KR) · USD 10–15+/mo (intl.) | In production use; supplied to early customers |
| 03 | Data API | Credit & accident risk prediction data for insurers/lenders | ~KRW 1,000 / call | Full sales after model maturity — Woori Bank/Card in talks |
| 04 | Mobility Service | Motorcycle lease/rental operations for delivery riders | KRW 1M+ / unit / mo | ~250 units in operation (Mar '26) |
| 05 | Risk Data API | Risk-intelligence API built on driving, contract and activity data | Per-contract | PoC under discussion with insurance/finance partners |
A full-stack team from Hyundai, Kia and SOCAR. The CTO led FMS device planning and commercialization at SOCAR, with 4 SCI papers.
We accumulate real driving, contract and maintenance data first-hand to mature the risk-scoring model against field reality.
TIPS-selected within 5 months of founding; year-one revenue ₩0.69B and operating profit ₩0.04B (BEP).
The CEO has 5+ years in India mobility. A Vietnam foreign-invested entity is in progress (LAGI Group consulting).
M.S., Industrial & Management Engineering, POSTECH
Ph.D., Mechanical Engineering & Robotics, Korea Univ.
B.S., Mechanical Engineering, Hanyang Univ.
10+ years of relevant experience
~9,000 riders — public-app delivery adoption under review (Jeonnam confirmed)
2025-10
Foreign-invested entity setup, local pilot & data hub
2026-02
FMS device PCB·SMT·assembly·test (OEM)
2026-03
Member of '2026 Growth with Samsung Fire'
2026
Vetted-rider credit loans / lease & rental payments
협의 중
TIPS general-type operation, J-curve batch 4
2025-12
24 months of R&D funding secured for 'Multimodal-data-driven, two-wheel-specialized FMS solution.'
Read more →S&Invest (private AC) and a robotics SI joined. Proceeds fund the Vietnam entity and device mass-production.
Read more →Lease/rental firms · insurers · delivery platforms · governments · vehicle suppliers — BCM's FMS, SaaS and data API are open to all.
