b2en
Contact us
b2en
SEARCH B2EN

What are you looking for?

Quick access to B2EN

GenAI·AXOntology · FDEReference ontologyAI data centersData consultingBig data
HOME/New AI businesses
ONTOLOGY · FORWARD DEPLOYED ENGINEERING

AX designed on site and validated through real work

FDE is an execution approach that works closely at customer sites to understand data and business needs and help AI become embedded in real workflows. We pursue AX by connecting the roles of Data FDE and AI FDE.

Pursuing FDE organization development and on-site applicationContact us about business
REFERENCE ONTOLOGY · 3D

Explore implementation experience through relationships.

An ontology network connecting organizations, companies, implementation cases and data capabilities.

Reference ontology
01

We connect data expertise with AI execution

We connect data cleansing, ontology-based modeling and on-site application of AI solutions within a single customer engagement.

Data and business modeling

Data FDE

We are pursuing the Data FDE role responsible for data cleansing and ontology-based modeling. The direction is to organize the structure and meaning of data needed for customer workflows.

On-site AX execution

AI FDE

We are pursuing the AI FDE role responsible for defining AI application challenges at customer sites and implementing and using workflow-specific solutions.

02

We connect business meaning and rules to AI

Ontology is an approach to modeling business objects such as customers, products, equipment and contracts, together with their relationships and business rules. It is designed to help AI understand which data to use for which work.

Design scopeDesign examplesBusiness significance
Business objectsCustomers, contracts, products, equipment and ordersDefine the business entities handled by AI
Object relationshipsContracts and customers, equipment and processes, orders and inventoryConnect the business context of distributed data
Rules and permissionsBusiness policies, access scope and execution conditionsSet the scope of recommendations and execution
Staff approvalReview, approval, exception handling and activity historyIncorporate human judgment into workflows
03

We expand from knowledge search into workflow execution

We assess the business impact and scope of system integration, and begin applying it within the validated scope under staff review and approval.

  1. 01

    Search and support

    We find the knowledge needed and provide evidence to support staff decisions.

  2. 02

    Proposal and review

    We propose results or execution plans based on business rules for review by the responsible staff.

  3. 03

    Approval and execution

    Within the validated scope, work is executed through approval and system integration, with a record of activity retained.

04

We consider global platforms and customer environments together

We are pursuing joint market expansion with Odoo, EDB and Cohere, connecting their technologies with B2EN’s data and AI delivery capabilities. Contract scope and application conditions are confirmed for each project.

Odoo integration direction

ERP and business processes

We connect Odoo's ERP with B2EN's data capabilities to pursue implementation, integration and AI-driven workflow innovation.

EDB · Cohere cooperation direction

Data and AI platforms

We explore integration between database and enterprise AI technologies to design architectures suited to customer environments.

05

세 가지 전문 역할이 하나의 고객 과제를 해결합니다

데이터·AI·운영 환경을 따로 떼어 놓지 않고 현장 과제에서 함께 설계하는 FDE 체계를 추진합니다.

Data foundation

Data FDE

SDQ·SMETA·SFLOW의 현장 통합, 레거시 데이터 진단과 맞춤형 ETL, 대용량 데이터 정제 및 온톨로지 모델링을 담당합니다.

지능과 실행

AI FDE

기업 맞춤형 LLM·SLM 최적화, 보안 기준을 반영한 RAG 파이프라인, 프롬프트 엔지니어링과 AI Agent 운영을 설계합니다.

배포와 운영

Infra & Security FDE

온프레미스·프라이빗 클라우드 배포 최적화, 망 분리와 보안 요구 대응, 고객 환경 가상화·컨테이너화를 설계합니다.

06

진단부터 운영 피드백까지 이어지는 실행 과정

We design implementation around each customer’s challenges. Timing and scope depend on data readiness, connected systems and security requirements.

  1. 01

    Discovery & Tech PoC

    고객의 데이터 거버넌스와 인프라를 진단하고, 비투엔 솔루션의 핵심 기능으로 적용 가능성을 검증합니다.

  2. 02

    Custom Integration

    ERP·CRM·HR 등 내부 시스템과 데이터 파이프라인을 연동하고 API를 최적화합니다.

  3. 03

    Enterprise Deployment

    망 분리·보안 요구를 검토하고 고객 환경에 맞춘 보안 스크리닝과 패키징을 거쳐 배포합니다.

  4. 04

    Continuous Feedback

    현장 요구사항을 데이터로 구조화하고 R&D 피드백을 통해 제품과 운영을 지속 개선합니다.

Explore the next possibilities of data with us.

Please review both the application scope and implementation stage.

Contact us about business