AI Development
AI Development
We build AI that outlives the demo — connected to your operational data and existing systems, then run in production.
Why Now
The PoC phase is over. The remaining question is operations
01
A demo and a production system are different problems
Without source citation, permission separation and response-quality and cost monitoring, internal rollouts stall halfway. We design for operations from the start.
02
AI only works when connected to your data and systems
AI that is not wired into your documents and existing systems is no different from a generic chatbot. Integration design determines performance.
03
We review available public funding with you
During diagnosis we check whether Korean government programmes such as the AX voucher apply to your project.
Service Scope
Service Scope
01
RAG & Internal Knowledge AI
Q&A AI grounded in internal documents and policies, with source citations and department-level access control.
02
AI Agents & Workflow Automation
AI agents that take over repetitive work — document processing, classification, and report generation.
03
In-product AI Features
Recommendation, summarization, and support AI added to existing web and app services, including legacy integration.
04
AI Operations & Monitoring
Model serving, response quality and cost monitoring, and prompt version management built alongside.
Technology
Methodology
Phase 1–6 methodology applied across all services
Whatever the business area, the same AX methodology guarantees quality and delivery.
Phase 1 Baseline agreementPhase 6 Outcome review
Learn more about the methodologyFAQ
Frequently asked questions
Per-department permission separation and access logging are applied by default. For stricter security requirements we evaluate on-premise deployment or a lightweight SLM configuration.
We select between API models such as Claude and OpenAI and fine-tuned lightweight SLMs, based on requirements, cost and security. No specific model is assumed up front.
RAG presents the source documents alongside the answer so it can be verified, and we build response-quality monitoring and prompt version control with it.
Usage-based model cost plus infrastructure. We estimate it against projected usage before kickoff and monitor cost in operation.
Yes. We add only the features you need — recommendation, summarisation, support — including integration with legacy systems.
START A PROJECT
Ready to explore a project?
You don't need a spec. Tell us what slows your team down and we'll find the starting point together.