Kaopiz Logo

AI Engineering
Services

Kaopiz delivers enterprise-grade AI Engineering Services to help organizations design, build, deploy, and operate production-ready AI systems. We go beyond experimentation, transforming AI prototypes into secure, governed, and scalable infrastructure that integrates seamlessly into your business operations.

12
Years
1000
Staffs
1000
Projects
500
Clients
Trusted by world-leading clients
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Our AI Engineering
Services

We provide end-to-end AI engineering services, from architecture design to deployment and long-term optimization, so your AI systems operate like mission-critical infrastructure.

AI System Architecture & Design

We design enterprise-grade AI architectures that support scale, reliability, and governance.

We deliver:

◆ End-to-end AI system design
◆ Modular and microservices-based architectures
◆ Cloud-native and hybrid setups
◆ High-availability configurations
◆ Security-by-design frameworks

MLOps & Model Lifecycle Engineering

We operationalize AI models so they can be deployed, monitored, and improved continuously.

We deliver:

◆ CI/CD pipelines for AI models
◆ Automated training and deployment
◆ Performance monitoring
◆ Drift detection
◆ Retraining workflows

AI Infrastructure Engineering

We build the foundation that makes AI scalable and cost-efficient.

We deliver:

◆ GPU/CPU orchestration
◆ Kubernetes-based deployment
◆ Edge AI setups
◆ High-throughput pipelines
◆ Low-latency inference systems

AI Integration & Enterprise Enablement

We embed AI directly into your existing systems and workflows.

We integrate with:

◆ CRM
◆ ERP
◆ HRM
◆ Data warehouses
◆ Internal platforms

Governance, Security & Compliance Engineering

We ensure AI systems remain auditable, explainable, and compliant.

We deliver:

◆ Role-based access control
◆ Audit trails
◆ Explainability layers
◆ Approval workflows
◆ Compliance reporting

What Is
AI Engineering?

AI Engineering is the discipline of turning AI models into real-world, production-grade systems. It combines software engineering, system architecture, MLOps, cloud infrastructure, and governance to ensure AI solutions are reliable, scalable, secure, and maintainable over time.

What is AI Engineering
Unlike traditional AI development that focuses on models alone, AI Engineering focuses on
  • ◆ System design, not just algorithms
  • ◆ Reliability, not just accuracy
  • ◆ Scalability, not just experimentation
  • ◆ Governance, not just performance
  • ◆ Business integration, not isolated demos

How AI Engineering Works?

AI Engineering transforms experimental AI models into scalable, reliable, and production-ready systems. It focuses on architecture, deployment, integration, and long-term optimization, so AI can operate safely and consistently in real-world environments.

Architecture & System Design

Define secure, scalable system structures with built-in fault tolerance and compliance.

Model Operationalization

Convert trained models into stable, API-based production services.

Workflow Integration

Embed AI into real business processes and enterprise systems.

Deployment & Reliability

Deploy with cloud-native pipelines, monitoring, autoscaling, and failover.

Continuous Optimization

Improve performance over time with drift detection, retraining, and tuning.

What AI Engineering Enables for Your Organization

AI Engineering turns AI from experimental models into dependable, scalable, and business-critical systems. It enables organizations to deploy AI with confidence, ensuring reliability, security, and long-term performance.

Deploy AI with Confidence

Deploy AI with Confidence

Move from proofs of concept to stable, production-ready systems that meet enterprise reliability and security standards.

Scale Without Complexity

Scale Without Complexity

Design AI systems that grow with your business, handling increased users, data volume, and workloads without major redesign.

Integrate AI into Real Business Workflows

Integrate AI into Real Business Workflows

Embed AI directly into your CRM, ERP, HRM, and internal platforms.

Maintain Long-Term Performance

Maintain Long-Term Performance

With monitoring, drift detection, and retraining pipelines, AI systems stay accurate and relevant over time.

Meet Enterprise Compliance Needs

Meet Enterprise Compliance Needs

AI Engineering ensures full traceability, auditability, and access control.

Our Successful
AI Engineering Projects

Explore how organizations use AI engineering to scale operations, ensure reliability, and reduce technical debt.

Industries We Empower

AI and cloud solutions across high-growth industries.

What Our
Clients Say

"I've chosen Kaopiz as a partner for the core development team. I found really talented people here that allow me to really trust them with this very core piece of the engineering that we’re doing."

Quote
Felix AI
Ariel Geifman Founder, Felix AI

"Our company has a variety of development projects that require accuracy and speed, and we have taken notice of offshore development as a way to achieve these goals. Utilizing offshore vendors can provide cost and speed benefits compared to working with vendors in Japan. If the offshore vendor has excellent communication skills, these benefits can be fully realized."

Quote
Hiroshi Nemoto Logo
Hiroshi Nemoto Manager, Ministop

"Our company is a comprehensive education firm that places great emphasis on the integration of education and IT. In order to meet our diverse development needs, we have chosen to utilize offshore development services. Kaopiz has proven to be a strong partner, not only for their ability to attract top talent but also for their sincere approach and consistently high-quality output."

Quote
Koichi Nakano Logo
Koichi Nakano IT Business Unit Manager, Spix

"Our company has been conducting offshore development in Vietnam with multiple partners since 2007. Among these partners, Kaopiz stands out for its abundance of knowledgeable and experienced personnel who prioritize thorough team-wide information sharing to maximize organizational strength. Their innovative research and application of unfamiliar services and technologies allows them to solve difficult requirements."

Quote
Ogura Logo
Ogura CEO, Actnet

"I was concerned about offshore development for the first time. However, the executives and business analysts displayed excellent communication skills, allowing us to proceed with the project quickly. Despite using technology that Kaopiz had no prior experience with, they were flexible in their approach, resulting in a successful release."

Quote
Shimazoe Logo
Shimazoe CTO, Yper

"As technology drives our company to focus on speed, Kaopiz has shown its unique capability of quickly adopting new technologies and creating applications in a short time without sacrificing quality. Kaopiz offers high-skilled engineers who can communicate in multi-languages. They are extremely flexible and responsive to changes."

Quote
Ryan Hsu Logo
Ryan Hsu Project Leader, Tradfit

"There are many providers of dedicated team model development, and after considering several companies, we have chosen to partner with Kaopiz. This decision was based on Kaopiz’s exceptional capability to recruit skilled professionals from the founders’ university, effective communication skills, and dependable service."

Quote
Kanahara Logo
Kanahara CEO, Caeruxlab

"Our company is a comprehensive education firm that places great emphasis on the integration of education and IT. In order to meet our diverse development needs, we have chosen to utilize offshore development services. Kaopiz has proven to be a strong partner, not only for their ability to attract top talent but also for their sincere approach and consistently high-quality output."

Quote
Koichi Nakano Logo
Koichi Nakano IT Business Unit Manager, Spix

Why Choose Kaopiz for AI Engineering Services?

At Kaopiz, we go beyond software development, we partner with businesses to solve real-world challenges through AI and cloud innovation. With global teams across Vietnam, Japan, and Singapore, and certifications such as ISO 9001, ISO 27001, ISTQB, and our AWS Partnership, we deliver world-class solutions that power mission-critical systems with predictable quality, transparent delivery, and measurable business impact.

ISO 27001

ISO 27001

Top 50+10 Leading IT Companies 2019

Top 50+10 Leading IT Companies 2019

Clutch Global Fall 2024

Clutch Global Fall 2024

Most Reviewed Software Developers

Most Reviewed Software Developers

Top 10 ICT Companies 2022

Top 10 ICT Companies 2022

ISO 9001

ISO 9001

2025 Custom Software Development Winner

2025 Custom Software Development Winner

Top Web Development Companies

Top Web Development Companies

Make in Vietnam

Make in Vietnam

2024 Fall Champion

2024 Fall Champion

ISTQB Platinum Partner

ISTQB Platinum Partner

2024 Top AI Company

2024 Top AI Company

Top 10 Digital Technology Companies 2024

Top 10 Digital Technology Companies 2024

HIPAA

HIPAA

Vietnam Top Software Developers 2026

Vietnam Top Software Developers 2026

Sao Khue 2025

Sao Khue 2025

GDPR Compliance

GDPR Compliance

2024 Top Web3 Company

2024 Top Web3 Company

AWS Well-Architected Partner

AWS Well-Architected Partner

AWS Advanced Partner

AWS Advanced Partner

2026 Globee Awards Gold Winner

2026 Globee Awards Gold Winner

ISO 27001

ISO 27001

Top 50+10 Leading IT Companies 2019

Top 50+10 Leading IT Companies 2019

Clutch Global Fall 2024

Clutch Global Fall 2024

Most Reviewed Software Developers

Most Reviewed Software Developers

Top 10 ICT Companies 2022

Top 10 ICT Companies 2022

ISO 9001

ISO 9001

2025 Custom Software Development Winner

2025 Custom Software Development Winner

Top Web Development Companies

Top Web Development Companies

Make in Vietnam

Make in Vietnam

2024 Fall Champion

2024 Fall Champion

ISTQB Platinum Partner

ISTQB Platinum Partner

2024 Top AI Company

2024 Top AI Company

Top 10 Digital Technology Companies 2024

Top 10 Digital Technology Companies 2024

HIPAA

HIPAA

Vietnam Top Software Developers 2026

Vietnam Top Software Developers 2026

Sao Khue 2025

Sao Khue 2025

GDPR Compliance

GDPR Compliance

2024 Top Web3 Company

2024 Top Web3 Company

AWS Well-Architected Partner

AWS Well-Architected Partner

AWS Advanced Partner

AWS Advanced Partner

2026 Globee Awards Gold Winner

2026 Globee Awards Gold Winner

Technology Stack

Frontend

Build fast, accessible interfaces optimized for performance at scale.

Vue.js
Angular
React
NuxtJS
HTML
NEXT.JS

Backend

Architect secure, high-throughput server systems that hold up under real load.

NodeJS
Python
PHP
Java
.NET
C#
Rails
GO
C++

Mobile

Ship iOS and Android apps with smooth performance and secure data handling.

Flutter
React
Swift
Kotlin

Cloud

Design and manage cloud infrastructure that scales reliably and stays cost-efficient.

AWS
Google Cloud
Azure

AI

Integrate production-ready AI, from predictive models to LLM-powered features.

TensorFlow
OpenCV
Keras
scikit-learn
PyTorch
Caffe

Blockchain

Build transparent, tamper-proof systems for fintech, logistics, and supply chain.

Ethereum
Solana
Hyperledger

QA & Testing

Validate every release with automated, performance, and security testing end to end.

Test Automation
Performance Test
Security Test

UX/UI Design

Deliver product interfaces with clear user flows, strong hierarchy, and accessible layouts.

UX Design
UI Design

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Contact Us

Our AI Engineering Process

At Kaopiz, we follow a structured, enterprise-grade AI development process designed to transform ideas into secure, scalable, and production-ready AI systems.

Discovery & Solutions Proposal

Analyst & Design

Development

Testing

Delivery & Warranty

Maintenance & Customer Support

Insights

News Articles Whitepapers Events
View All

Drive innovation with Kaopiz

Know the costs, plan with confidence.

01
Sign NDA
Ensure your information stays confidential
02
Analyze requirements
Understand and clarify your needs
03
Propose solutions
Present tailored, effective solutions
04
Kick-off project
Begin development and execution

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Frequently Asked Questions

AI development focuses on creating models and algorithms. AI Engineering ensures those models work reliably in real-world environments, handling scale, security, uptime, monitoring, and integration with business systems. In short: AI development builds models. AI engineering makes them usable.

Without AI Engineering, many AI projects fail due to instability, performance decay, or poor integration. Enterprises need AI systems that are: - Always available - Secure and compliant - Scalable - Easy to maintain - Governed and auditable AI Engineering makes this possible.

Any AI system used in real operations requires AI Engineering, including: - Recommendation systems - Fraud detection platforms - Computer Vision systems - Generative AI applications - AI copilots and agents - Predictive analytics systems

Timelines vary based on scope: - MVP: 2–4 weeks - Production system: 2–4 months - Enterprise-scale platform: 3–6+ months We use a phased approach to minimize risk and maximize ROI.

We implement: - Performance monitoring - Drift detection - Retraining pipelines - CI/CD for models - Cost and latency optimization This ensures long-term stability and accuracy.