AI & Software: Our Core
We build AI that becomes a product: not experiments that stop at the model, but the web, apps, and backends people use every day. Every business area runs on top of this core.
How We Work
ActiveUnderstand
Scope the real problem and define what "shipped" means
Step 1Build
LLM & generative-AI applications, data pipelines, APIs, backends
Step 2Validate
Test in the real world with real users, not slides
Step 3Operate
Run and improve products people rely on every day
Step 4AI & Software Development
From spec to ship, we design and build AI-powered products end to end, on web and mobile, backed by solid data and infrastructure work.
- LLM Gateway and Browser Use API for AI agents
- Data pipelines, APIs, and backend infrastructure
- Web and mobile products, from spec to ship
- B2B software for finance and insurance workflows
- Back-office agents, run on our own Gateway first
- Lectures, workshops, and R&D proposals with partner universities
Business Areas
On top of our AI & software core we run five business areas, each shipped as products and services people actually use.
LLM Gateway & Browser Use API
One endpoint in front of cloud and local models, with per-app keys, budgets, and a cost ledger. A Browser Use API that lets agents navigate, read, and act on the web.
B2B Fintech Software
Trading analytics on live market and position data, and financial reporting from live transaction data. Software only: we do not receive, settle, or transfer funds.
Stablecoin-native Micro Insurance
Insurance software built for USDT and USDC from day one: small policies, low premiums, and AI-assisted underwriting for people that traditional insurers leave out.
Agents That Run the Back Office
Operations, documentation, and reporting agents built on our own Gateway and Browser Use API. We run Vector Space on them first, then build the same for other companies.
Workshops, Lectures, and R&D Programs
Hands-on robotics workshops, university lectures on AI and software, and industry-academia programs with partner universities.
Partner Projects
Work delivered for and with our partners: R&D proposals, evaluation decks, and business documents.
Humanoid Actuator R&D Proposal
Rebuilt the research plan and produced the selection-evaluation deck for a 2026 Robot Industry Technology Development proposal on an integrated actuator module for humanoid joints.
Auto Tool-changing Platform R&D Proposal
Produced the selection-evaluation deck for a humanoid robot AX proposal: a power-free automatic tool changer with ROS2 and EtherCAT based shared drive and control.
Industry-Academia Program Proposal
Drafted the lab's partnership proposal to JRT: family-company membership and a student-led gripper platform pre-study that carries into the next design course.
Business Proposal Decks
Wrote and designed Korean and English strategic advisory and investment proposal documents for M3K Consulting's cross-border advisory practice. Contents are confidential.
Short-form & TikTok Agency
Short-form content and performance advertising for brands, planned, produced, and run with TikTok at the center, operated under the VSC-Media brand.