Smarter decisions with
INTER-K AI solutions!

We transform how businesses manage knowledge and data, boosting efficiency and improving decision-making.

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Introducing kBOUND

A semantic approach for self-serve BI

Being a lightweight semantic layer designed by Inter-K. It bridges the gap between data stored in data warehouses, professional teams’ KPIs, and actionable insights used to make business decisions.

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Data Analytics Challenges​

Business Users

  • Reliance on IT or need for technical coding for data analytics​
  • KPI inconsistency across reports​
  • Frequent modification requests require intensive IT involvement.

 

 

IT/Data Teams

  • Repetitive KPI recalculations for multiple reports​
  • No centralized KPI management​
  • Heavy governance and security workloads for direct Data warehouse access 

 

Common Data Analytics Practices​

Data Warehouse

  • Store cleaned data​
  • Query data using SQL​
  • Apply governance and security 

 

BI Tools​

  • Connect/import data from DW
  • Calculate KPIs using DAX​
  • Visualize and Export 
Bridging the gap with
Data Analytics Challenges​

Business Users

  • Query data directly—no IT or coding needed.​
  • Consistent KPIs across all reports.​ 
  • Easily explore datasets with clear, defined fields and a data glossary. 

 

IT/Data Teams

  • Eliminate repetitive KPI recalculations; KPIs are centrally managed.​
  • Streamlined data maintenance; formula updates are automatically applied.​ 
  • Robust permission management ensures DW security; business users access only the semantic layer. 

Data Warehouse

  • Store cleaned data

kBOUND Semantic Layer

  • Easy data querying—no SQL/DAX skills required
  • Predefined & auto-calculated KPIs​
  • Standardized, centralized, and easily maintained KPIs for reuse​
  • Efficient permission controls​
  • Effortless data export

BI Tools

  • Data visualization​ 
  • Ad hoc calculations

Key features​

A semantic approach for self-serve BI

Data Query

  • A simple interface for easily finding data & KPI measures.
  • Predefined and auto-calculated KPIs for consistent results.​
  • Export data and integrate with BI tools.​

Data Exploration

  • Clear documentation for data tables and KPIs.​
  • Easily find datasets with examples and lineage.​
  • Metadata and data flow visualization for transparency.​

Data Governance

  • ​Role-based access and security for sensitive data.​ Audit logs track user activity for compliance.

Success stories with kBOUND​

(Based on our real customer feedbacks​)

70%​

reduction in report generation time

100%​

consistency in KPI calculations across all reports​

Zero​

compromise in data security & governance​​

60%​

decrease in IT team's routine reporting workload​
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Our advantage

Why Us?

At our core, we provide substantial advantages for businesses looking to elevate their operations through tailored AI solutions. Our approach is designed to address the unique challenges and specific needs of each organization, ensuring that our technology seamlessly integrates into existing workflows.

What causes AI applications to fail?

Lack of domain-specific data

Issue: AI struggles to proceed without relevant domain data.​

Inaccurate or Inefficient Query Handling​

Issue: AI may fail in retrieving or processing available data. ​

Security & Access Control Risks

Issue: AI applications may expose sensitive data.​

AI Model Limitations​

Issue: Models alone are insufficient for enterprise tasks; require custom tools and domain-specific workflows.​

What causes AI applications to underperform?

Our superiorities

How does INTER-K stand out?

Deep Expertise in Data Management

  • Inter-K has extensive experience working with MNCs and enterprises as a data service provider. 
  • Expertise in structuring data for AI consumption. ​
  • Inter-K optimizes data to enhance AI performance.

Inter-K has built own Semantic Layer for AI Applications

Semantic layer plays a very important role in enhancing AI model capabilities:​

  • SQL Translator & Execution: Converts natural language queries into correct SQL & runs these optimized queries​
  • Pre-defined Measure Calculations​
  • Row-Level Security: Ensures safe and controlled data access

Full Software Development & AI Integration Expertise

AI tools & apps are essentially mini software solutions, and:​

  • Inter-K has excellent expertise in software development​
  • Inter-K can custom-build robust tools and applications for different business needs.

Ms. TRANG L.M.

Business Development Director

Background

Trang, a 10+ year veteran of startups, enterprises, and global corporations, excels at the intersection of tech, business, and innovation, driving GenAI and data product growth at Inter-K.

Areas of Expertise

  • Enterprise Solution Design
  • Product Management & Strategy
  • Business Development & Strategic Partnerships
  • Data and AI-driven Solutions

Education & Qualifications

  • Bachelor’s degree in International Business Economics, Foreign Trade University
  • Mathematics Specialization, High School for Gifted Students, Vietnam National University

Mr. NINH CHU L.

Head of R&D

Background

Ninh has an intensive experience in Software development and Tech team organization. He has over 8 years of building and leading development in various expertise, industry, and company. Additionally, with finance & investment background, he understands the impact of technical decision in every aspect of the business to maximize value of technology in companies.

Areas of Expertise

  • Software development & architect
  • Data platform & product
  • Cloud architecture & cloud-native technology
  • AI and LLM application development
  • Team organization & management
  • Finance & Investment

Education & Qualifications

  • Foreign Trade University majoring in banking and finance

Mr. TUNG VO M.

Senior Solution Architect

Background

As Data & AI Solution Architect with nearly 20 years of experience in the development and integration of enterprise systems, including ERP, SCM, and WMS. Specializing in AI-powered transformation, Tung bridges deep technical expertise with practical business understanding to design scalable data architectures, optimize business processes, and deploy intelligent solutions.

He combines a strong foundation in enterprise systems with modern data strategies—encompassing machine learning, cloud-native pipelines, and data analytics—to drive innovation and operational efficiency.

Areas of Expertise

  • ERP (Retail, Manufacturing, Trading, FMGC): Deep experience implementing and optimizing ERP, SCM, and WMS solutions across complex operational domains to enhance business performance and integration.
  • Data Platform Design and Deployment: Architects scalable, cloud-agnostic data platforms tailored to client needs, ensuring seamless integration, governance, and performance in diverse enterprise environments.
  • Technical Advisory: Acts as a trusted advisor to executive and technical stakeholders, guiding data strategy, architecture decisions, and best practices for building sustainable data and AI capabilities.
  • Problem-Solving: Understands and addresses complex client business challenges by delivering technical solutions aligned with enterprise goals.
  • Roadmap Development: Crafts strategic roadmaps and phased implementation plans for data and analytics initiatives, accelerating business value and transformation readiness.

Education & Qualifications

  • Bachelor of Sciences, Ho Chi Minh City University of Natural Science.
  • He also holds 22 certifications in Data and AI from Databricks and Microsoft.

Mr. NAM D.H.

Senior Advisor

Background

Ph.D. Dao Hong Nam is a distinguished academic and professional in the field of Mathematics and Data Science. He holds a PhD in Mathematics and has over 27 years of experience specializing in deep analysis of data science within the healthcare industry.

Areas of Expertise

  • Science
  • Technology
  • Innovation
  • External Relations
  • Digital Transformation

Education & Qualifications

  • Ph.D. in Mathematic from University of Medicine and Pharmacy at HCMC – UMP.
  • Master in Natural Science of HCMC.

Mr. NGOC, VU THAI 

CTO

Background

He is a seasoned technology leader with 16+ years in software development and 11+ years in project management, specializing in enterprise solutions across diverse industries.

Areas of Expertise

  • Technology Strategy & Execution
  • Enterprise Resource Planning (ERP)
  • Distribution Management Systems (DMS)
  • Digital Transformation
  • Agile & Waterfall Project Management
  • Data Platform & Product
  • FMCG, Automotive, Telecom, andHealthcare

Education & Qualifications

  • Bachelor’s Degree in Computer Science – University of Science, HCMC
  • ITIL Foundation Certification
  • PMP Preparation Certification
  • Basic Leadership Skills Certification

Ms. TRANG L.M.

Business Development Director

Background

Trang, a 10+ year veteran of startups, enterprises, and global corporations, excels at the intersection of tech, business, and innovation, driving GenAI and data product growth at Inter-K.

Areas of Expertise

  • Enterprise Solution Design
  • Product Management & Strategy
  • Business Development & Strategic Partnerships
  • Data and AI-driven Solutions

Education & Qualifications

  • Bachelor’s degree in International Business Economics, Foreign Trade University
  • Mathematics Specialization, High School for Gifted Students, Vietnam National University

Mr. ETHAN LE

Chief Financial Officer

Background

Pursuing a career in finance, legal, business, and assistant within a professional, friendly, highly interactive, healthy working, and challenging corporate environment.

Areas of Expertise

  • Financial management and analysis
  • Investment and project appraisal
  • Risk management and mitigation
  • Business performance evaluation and optimization

Education & Qualifications

  • MBA – Master of Economics – Law
  • Biotechnology Engineer 

Mr. HENRY NGUYEN

Founder and CEO

Background

Henry Binh is a veteran IT leader with 20+ years of experience in digital transformation, business development, and global technology expansion.

Areas of Expertise

  • Transformation Strategy, Planning, and Delivery
  • Stakeholder Management
  • FMCG and Agrifood Business
  • Supply chain management
  • Telecommunications
  • Financial Services

Education & Qualifications

  • MBA – University of Bolton
  • IT Bachelor at HCM National University.