Render of an endless circuit board with chips standing on it, orange signals flowing along the wiring around a central SGK processor

78.4% need AI · 30.6% actually use itKCCI × KIET, 2024 · 500 Korean firms

Cut labor costs, grow revenue with AX.

We move in-house work such as ordering, settlement, inventory, documents and customer service into systems.
Raise throughput without adding headcount, and spend the hours saved on revenue work.

No contract pressure · A straight answer once we understand your situation

Close-up of the SGK processor with orange signals spreading across the circuit board

SGK OS

From collection to learning,
all of our work runs on one operating system.

This is how we work every day, and client projects go through the same six stages.

01Collect

  • Tenders and market data
  • Search demand and community signals
  • Customer inquiry ledger
  1. 01CollectSignalsTenders, market signals and inquiries are gathered on a fixed schedule
  2. 02ResearchSynthesisCollected material is cross-checked against the originals and written up
  3. 03EvaluateTestsResults are verified first on test cases with known answers
  4. 04BuildAgentsRole-specific AI agents build, and a different agent reviews
  5. 05OperateGuardrailsNothing goes out without pre/post checks and human approval
  6. 06LearnMemoryDecisions and failures are recorded, and the next task reads them first

loopLessons from decisions and failures change the next round's collection criteria and check rules.

Public Procurement Service (KONEPS)Registered for competitive bidding

Korea Software Industry AssociationRegistered software business

SME Public Procurement PortalDirect production verified · 8 items

Ministry of SMEs and StartupsCertified SME

Gyeonggi Regional SME OfficeCertified startup

Korean Intellectual Property OfficePatent filed · AI response engine

Process

How it works

We work by email and in writing, with no calls or site visits required. Contracts state the term, the free revision period, termination terms and data-processing clauses. The systems we build run in your accounts, and invoices are issued to your business.

  1. 01

    AX assessment

    We map your current processes and goals in writing, starting online or by email.

  2. 02

    Proposal & quote

    We propose an AI agent design with a one-time build cost and a maintenance fee. Review it with no obligation.

  3. 03

    Build & test

    We build quickly with AI agents and share interim results on a review screen, so the direction can change right away.

  4. 04

    Handover & maintenance

    We deliver the final system and stabilize operations, then maintain it month to month.

Why this studio

AI-native company.

We rebuilt the traditional software process around AI agent development.

  1. 01

    Decisions close inside one team

    No hand-offs between planning, development and QA. Design, build and accountability stay within one team of people and AI agents.

  2. 02

    Fast, with AI agents

    We iterate design, build and verification with AI. Scope is fixed in writing, and you see a working first version before we go further.

  3. 03

    Frontier practice, applied

    We track the global frontier of the AI industry and apply it to our workflow to keep improving what we ship.

  4. 04

    It doesn't end at launch

    The same team owns operations and maintenance. If you stop maintenance, the system keeps running in your accounts.

We move front, middle and back-office work
onto AI agents.

Front office

Inquiries & quotes
Inquiry handling and requirement checks, quote drafts from past cases, handoff to staff
Marketing & sales
Website and landing operations, blog and search-ad content, lead logging and follow-ups, proposals and quotes

Middle office

Compliance & risk
Ad and contract copy review, periodic reports and public filings, answers on internal policy
Operations & analytics
KPI aggregation and dashboards, anomaly monitoring, demand and delay forecasting

Back office

Tax, accounting & finance
Issuing and entering tax invoices, card-to-ledger reconciliation, bank matching, receivables, closing packs
HR & payroll
Attendance and leave, payroll data, screening hiring documents, social insurance paperwork
Purchasing, orders & inventory
Consolidating orders from multiple channels, statements of transaction, inventory reconciliation

In every area we start with an AX assessment that pins down which work to move and the expected impact, then design and build the AI agents.

FAQ

Frequently asked questions

How does an AI development project work?

Consultation and assessment, a proposal and quote (one-time build plus maintenance), build and test with AI agents, then handover and maintenance. After handover the system keeps running in your accounts even without maintenance. Exact scope and timeline are agreed in a free consultation.

What can I hand over to you?

Mostly builds: AI workflow automation, AI chatbots, websites and AI software development. Managed search ads, blog and Naver Place operations are available when you need them.

Is it safe to share our company data?

Your data is isolated in a dedicated environment. It is never used for training or shared externally, and it is destroyed within 30 days of the contract ending, with a certificate of destruction. You can review our security policy up front.

How do the services connect?

Builds and managed operations can be used separately or together. A system we build runs without managed operations, and when you use both we can connect them on the same data flow.

What do you need?

Builds and managed operations both start with a single inquiry. Tell us what you need and we will point you to the right service.

No contract pressure · A straight answer once we understand your situation