AI development in Busan · Nationwide
SMK Labs is accepting paid AI development inquiries. We work in person and remotely across South Korea, including Busan, connecting the problem, data, model, product, and operations in one accountable delivery path.
Field trace / FDE
Define the problem
Workflow, users, acceptance
Connect the data
Documents, APIs, DBs, access
Build
A working product flow
Validate
Accuracy, failure, acceptance
Operate
Deploy, observe, improve
Scope and acceptance criteria for each phase are confirmed in the proposal and agreement.
Direct answer
SMK Labs is a paid AI development partner that works in person and remotely across South Korea, including Busan, connecting RAG, workflow automation, AI agents, API and data integrations, OCR and document processing, and ongoing operations through an FDE approach.
The service does not imply a resident office in Busan. Visit dates and locations are agreed around each project's scope.
Service scope
We identify where work stalls, connect the required data and systems, and implement an operating path that people can actually use.
Turn internal documents and working knowledge into answers that can be searched and cited.
Convert repetitive input, classification, summaries, and reporting into reviewable automation.
Design agents that call tools and complete steps with permissions and failure handling built in.
Connect existing services, databases, and external APIs into a dependable input-to-result flow.
Extract, classify, review, and store the information that matters from images and documents.
Continue deployment, observability, incident response, quality checks, and improvements within the agreed scope.
Delivery trace
Forward Deployed Engineering (FDE) is not a list of technologies. It stays close to the working problem and connects definition, build, validation, and operations.
Map the current workflow, bottleneck, users, constraints, and success criteria—including what should not be built.
Review available documents, APIs, databases, and access, then design for quality and security constraints.
Combine models, applications, automation, and integrations into a workflow that a real user can complete.
Test not only correct outputs but wrong answers, missing data, permission errors, cost, and latency.
Agree deployment, observability, operating notes, handover, and maintenance so the system remains usable.
Coverage
We visit when field context matters and work remotely when speed and iteration matter. Both can be combined for the project.
Inquiry & quote
We aim to acknowledge receipt and share the next questions within two business days. This is not a guarantee that a quote or project start will be completed in that time.
After reviewing scope, data, integrations, security, and operating conditions, the proposal separates scope, schedule, fees, exclusions, acceptance criteria, and maintenance.
Deliverables
These are possible examples. The actual items and formats are confirmed in the proposal and agreement.
FAQ
Yes. SMK Labs is currently accepting paid AI development inquiries. We review the request and share the next questions and steps.
Yes. In-person work is available nationwide, including Busan, alongside remote collaboration across South Korea. Dates and locations are agreed around the project scope and phase.
The FDE scope includes RAG, workflow automation, AI agents, API and data integrations, OCR and document processing, and ongoing operations and maintenance.
It does not stop at implementing a supplied specification. We define the working problem and data conditions together, then connect build, validation, and operations.
After reviewing scope, data, integrations, security, and operations, the proposal and agreement confirm schedule, fees, exclusions, acceptance criteria, deliverables, and maintenance.
The initial inquiry row in the operational database is deleted through an internal procedure when its handling purpose ends; any row still present is automatically deleted 90 days after receipt. You may request earlier deletion. Disaster-recovery copies such as backups, snapshots, or WAL are not included in immediate deletion, and separate rules for those copies are not yet settled. See the Inquiry Data Policy for the full scope.
Start with the problem
You do not need to arrive with the answer. Share the current process, recurring friction, and systems that need to connect, and we will start with the next questions.