Plant support + applied AI
Parts and practical plant support, together with Claude and ChatGPT development and consulting for your document, quotation and engineering workflows.
Explore AI services Explore plant services
BASED IN KOREA. FOCUSED ON YOUR REQUIREMENTS.
Discover SPS01 AI development & consulting
We develop with Claude and ChatGPT and consult on how to apply them to real business workflows. Our experience spans quotation development, engineering knowledge and meeting prototypes.
Extract requirements from requests for quotation (RFQs), specifications and technical documents. Compare revisions, flag gaps and prepare clarification lists for a reviewer.
Useful for Turning an incoming RFQ package into a review packet with source references.
Claude / ChatGPT · Document extraction
Connect equipment data, bills of materials and cost inputs to reviewable quotation drafts. Keep quantities, assumptions and approval steps visible throughout the workflow.
Useful for Preparing a draft workbook that an estimator can check before any quote is issued.
Python · Excel / JSON · Validation rules
Define a shared model of equipment, materials, requirements and documents. Use Neo4j knowledge graphs to connect those concepts with their relationships and evidence.
Useful for Tracing which requirement affects a component, calculation or quotation decision.
Ontology · Neo4j · OWL / SHACL
Develop retrieval-augmented generation (RAG) over agreed document sets. Connect agents to business tools through APIs and the Model Context Protocol (MCP), with scoped access and review points.
Useful for A document assistant that returns source locations and drafts the next action for review.
RAG · Agents · MCP · API integration
Combine AI-assisted input preparation with deterministic calculation code. Record units, assumptions and calculation references so an engineer can inspect the result.
Useful for Building repeatable calculation workflows with checks and human engineering review.
Python · Calculation checks · Traceable inputs
Prototype meeting transcription, translated captions and contextual reply suggestions. Evaluate technical vocabulary and language quality using agreed sample recordings.
Useful for Testing English–Korean support for technical discussions before wider use.
Speech-to-text · Translation · Desktop prototypes
These capabilities reflect hands-on development and prototype experience. Consulting can define the workflow, build a pilot and evaluate it with your team. Production use requires a separate review of performance, data access, operation and support. Quotations and engineering decisions remain subject to human approval.
02 Plant services
From a replacement part to support on site, SPS helps you work through the practical needs of plant maintenance and supply.
Practical assistance for equipment already in service, from heater replacement to maintenance support.
Support for replacement components, with attention to the part details and specifications you provide.
Hands-on support for defined plant requirements, including minor machining and facility equipment assistance.
Sourcing support for overseas equipment and component requirements, starting with your specification and destination.
03 About SPS
Dangjin, Republic of Korea
Seoul Plant Service brings together plant support and practical AI development.
Based in Dangjin, Republic of Korea, SPS works across aftermarket requirements, replacement components, engineering support and global supply. Alongside these services, we offer Claude and ChatGPT development and consulting for the documents, knowledge and workflows that support day-to-day business.
Connect with Seoul Plant Service04 Working with us
Have a part to source or an AI workflow to explore? Start with a clear task, the available information and the person who will review the result.
Describe the equipment or business bottleneck. For AI work, choose one workflow, name its reviewer and agree what a useful result should look like.
Share part numbers, quantities or drawings for a plant inquiry. For AI consulting, map the documents, systems and access limits using a small, agreed sample.
Agree the supply or support scope. For AI development, test a pilot against sample cases, review its errors and source evidence, then define any rollout and handover.
A nameplate photo, part drawing or short description of a repetitive task is a useful place to start.
05 Let’s talk
For AI development and consulting, parts,
plant support or global supply, get in touch with SPS.
Dangjin, Republic of Korea
Plant services and applied AI consulting.