Artificial Intelligence
Software Development

With the right strategy and expertise behind it, AI and machine learning can transform how your business operates, and our team
helps you move beyond the hype to build scalable, production-ready AI solutions that deliver real outcomes without the technical
debt.

Let's discuss

If you are facing any of these challenges, we can help

Lack of a clear AI strategy

  • No clear strategy for leveraging AI and ML for business value
  • Underperforming AI solutions that drain resources without results

AI infrastructure and implementation hurdles

  • High cost and effort of building and deploying custom AI and ML models
  • Unscalable infrastructure and heavy long-term AI system maintenance burden

Security, compliance, and ethical risks

  • Hidden security and compliance vulnerabilities in AI and ML implementations
  • Unmanaged data privacy risks and ethical concerns

Turn your AI needs into a growth
engine with our AI solutions

  • Generative AI

    Transform the way your teams create and communicate. From generating text, images, and code to producing audio and video content, our generative AI solutions speed up creation, summarization, and ideation so your people spend less time on repetitive work and more time on what actually drives value.

  • Computer vision

    Visual data holds more value than most businesses tap into. We help you extract it, building computer vision and OCR solutions that analyze images, video, and real-world environments to surface actionable insights, automate complex processes, and blend the physical and digital worlds in ways that give your business a real edge.

  • Conversational
    AI & NLP

    We develop NLP solutions that process text and speech across chatbots, sentiment analysis, machine translation, and content localization, delivering faster response times, better user engagement, and actionable insights from the communication data your business generates every day.

  • ML & Data Analytics

    Raw data only creates value when you know what to do with it. We help businesses build custom machine learning and data science solutions that combine predictive and prescriptive analytics, intelligent recommendation systems, and customer segmentation to automate complex decisions and turn everyday data into a strategic advantage.

  • Recommendation engines

    Our recommendation engines are built around your users, products, and content, continuously learning and improving to deliver personalized suggestions at scale that keep the right customers engaged and coming back for more.

  • AI chatbots & virtual assistants

    We build AI chatbots and virtual assistants that do more than follow a script, using generative AI, NLP, and machine learning to deliver personalized, context-aware support that keeps customers happy at every touchpoint.

  • AI product development

    Our AI-enabled team takes your product from concept to market and beyond, iterating fast, testing in real-world conditions, and handling everything from engineering and feature prioritization to ongoing maintenance and evolution.

  • Enterprise AI search

    Our AI search solutions use semantic search, vector embeddings, and hybrid retrieval to surface the most relevant results from structured and unstructured data, making it easier for users to find exactly what they need in less time.

  • Predictive analytics software

    We are here to help you deploy the right AI predictive solutions to model sales performance, pricing shifts, and customer behavior, giving you the clear insights needed to make proactive business decisions.

  • Retrieval-augmented generation

    Our RAG pipelines bridge the gap between large language models and your enterprise data, ensuring every AI response is grounded in accurate, up-to-date information that your teams can trust and verify.

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See our AI offerings in action

CHECK ALL OUR CASE STUDIES
  • ChatGPT integration for enterprise search accuracy

    ChatGPT integration for enterprise search accuracy

    AI Integration Natural Language Processing Generative AI

    A client operating with large volumes of internal data faced persistent challenges in retrieving relevant information quickly and accurately. By integrating the OpenAI GPT API into their existing system, we significantly improved data search accuracy and enabled intelligent linking between related datasets, reducing manual lookup time and improving operational efficiency across departments.

  • Proprietary Japanese-language GPT development

    Proprietary Japanese-language GPT development

    Large Language Model (LLM) Development Generative AI Enterprise AI

    A Japanese enterprise required a large-scale language model tailored specifically to their language and privacy requirements. We developed a fully proprietary GPT solution optimized for Japanese, operating entirely offline with no internet dependency, eliminating security concerns and ensuring complete data confidentiality within their internal environment.

  • AI-powered OCR for complex document recognition

    AI-powered OCR for complex document recognition

    OCR Intelligent Document Processing

    To tackle a massive pile of handwritten documents, passports, invoices, and meter reading slips, we built and deployed an AI-powered OCR system for our client. Using our own image processing technology, the tool cleaned up messy, scanned forms and turned them into neat digital data with 95% to 99% accuracy.

  • In-store visitor analysis through image recognition

    In-store visitor analysis through image recognition

    Computer Vision Retail Analytics

    We helped our retail client unlock deeper shopper insights by applying deep learning to their existing in-store security cameras. The system we built maps out visitor counts, traffic patterns, and demographics, letting them easily measure the impact of layout changes and improve the overall customer experience.

  • Speech recognition across multiple business applications

    Speech recognition across multiple business applications

    Speech Recognition Voice AI

    When our client needed a versatile speech recognition system that went far beyond basic voice commands, we built a solution that handles automatic meeting minutes, real-time translation, and smooth robot interactions. By continually refining the models with real-world usage data, we ensured the system's accuracy keeps improving the more they use it.

  • AI-driven hospital menu and inventory optimization

    AI-driven hospital menu and inventory optimization

    Intelligent Automation Healthcare AI

    A hospital managing complex dietary requirements for a large patient population needed a smarter approach to meal planning and ingredient procurement. We implemented an AI system that automatically generates personalized menus aligned with individual dietary restrictions and optimizes ingredient order forms based on patient volumes, reducing waste, improving nutritional compliance, and streamlining kitchen operations.

Clients appreciate us

  • AIの導入で業務をもっと効率的に

    AIの導入で業務をもっと効率的に

    CACクロア株式会社(以下、CACクロア)は、安全で良い新薬を1日でも早く患者さんに届けるために、優れた業務支援(CRO)と情報技術(IT)を活かしたサービスを提供している企業です。CROとしてさまざまな経験を積んだスペシャリスト集団が、医療・医薬にまつわるあらゆる業務を総合的、多角的に支援しています。 今回はAI開発をご依頼くださった安藤様に、AIオフショア開発をどのように活用したかなどを詳しく伺いました。

  • 技術力の高さは当たり前。仕事への熱量が高いベトナム人

    技術力の高さは当たり前。仕事への熱量が高いベトナム人

    営業支援事業を行っているREGAIN GROUP株式会社。オフショア開発でリリースした、AIを利用した営業支援ツールが好評です。プロジェクトを進めた執行役員CTO土屋さんは、これまでに複数のオフショア開発の経験があり、改めてオフショア開発の利点や、成功のために注意している点などをお聞きしました。

  • オフショア開発成功の鍵は、 目指すゴールやビジョンの共有にあった!

    オフショア開発成功の鍵は、 目指すゴールやビジョンの共有にあった!

    ベトナムの企業への発注は、今回が初めてというAI CROSS株式会社。VNEXTのハノイオフィスに何度も足を運んだというプロジェクトの責任者である森山さんに、VNEXTの開発品質やオフショア開発成功の鍵をうかがいました。

55% of businesses are making AI work.

Let us help you join them!

Get in touch

AI use cases across industries

Manufacturing
  • Predictive maintenance: Catch equipment issues before they cause costly downtime using real-time machine data analysis.
  • Quality control: Spot defects and anomalies on the production line automatically with computer vision and AI inspection.
  • Production optimization: Reduce waste and improve output by analyzing and optimizing manufacturing workflows with AI.
  • Supply chain forecasting: Predict material demand and supplier lead times to avoid delays and cut inventory costs.
  • Worker safety monitoring: Identify workplace hazards and safety risks in real time before incidents occur.

Data mining and predictive analytics

Click prediction
Stock price prediction
Used car price prediction
Electricity demand prediction
Automatic menu creation and optimization

Natural language processing

Automatic AI note-taking
AI chatbot
Voice recognition system
Medical information analysis
Review analysis

Computer vision and image processing

Video analysis for face recognition
Car recognition for traffic management
Human behavior and pose recognition in retail environments

Why choose us?

Industry
expertise

We deliver AI solutions built around the specific challenges, workflows, and compliance requirements of your industry.

Proof of concept
support

Before committing to full-scale development, we help you validate your AI idea fast with a focused POC that tests feasibility, surfaces risks, and builds stakeholder confidence early.

End-to-end
capability

From strategy and data preparation to model development, deployment, and ongoing maintenance, we cover every stage of the AI development lifecycle.

Senior engineering
talent

Over 70% of our AI team are senior-level, bringing the hands-on expertise and technical judgment your project needs from day one.

Numbers we're proud of

800+
Successful Projects
200
200 AI development projects
100+
JP-speaking BrSE
400+
Global Clients
550+
IT Professionals
~20
Years of Expertise
12
Countries
5
Representative Offices

AI project stages and flow

AI project stages and flow

Our AI tech stack

ML & AI frameworks
TensorFlow PyTorch Keras Prophet Transformers
Generative AI technologies
OpenAI GPT Stable Diffusion Meta Llama
Deep learning libraries
Keras PyTorch PyTorch Lightning
Cloud-based ML services
AWS Microsoft Azure Google Cloud Platform Hugging Face
Languages
Python SQL C++ JavaScript
Computer vision
Stable Diffusion XL Transformers Torchvision KerasCV
Natural language processing
Falcon Llama Hermes GPT Transformers Langchain LangGraph
Data mining
NumPy Pandas Scikit-Learn ARIMA/SARIMA Facebook Prophet LSTM
Data analysis & visualization
Pandas Seaborn Tableau Plotly Bokeh Dash Altair

Reimagine what's
possible for your business with AI

AI for business

Enhanced operational efficiency

Automate routine tasks and free your team for higher-value work.

Business growth

Unlock new revenue streams and gain
a competitive edge with AI-powered
personalization and predictive
insights.

Actionable data insights

Turn raw data into decisions that
drive innovation and strengthen
market position.

Smarter user
interactions

Engage your users with smart,
personalized, and context-aware
responses that keep them hooked on
your platform.

Stronger security

Detect threats early, prevent
breaches, and stay compliant without
slowing down.

Competitive advantage

Build AI into your product now before
your competitors do.

AI development
team hiring models

Dedicated team

A fully committed team focused entirely on your AI project, built around the skills you need and structured for long-term growth and innovation.

Best for:

  • Large-scale, multi-phase AI projects
  • Businesses driving ongoing AI innovation
Hire a dedicated team

Project-based development team

A clearly scoped engagement with a defined budget and timeline, giving you full cost predictability and accountability from kickoff to delivery.

Best for:

  • Well-defined AI projects with stable requirements
  • Businesses looking for a low-risk, outcome-focused engagement
Hire our AI engineers

Offshore development center

A dedicated offshore team that works as an extension of your business, giving you access to senior AI talent, cost efficiency, and the flexibility to scale as your needs grow.

Best for:

  • Delegating a complete AI project
  • Enterprises and scaling businesses building long-term AI capability without local hiring overhead
  • Product companies needing a cost-effective, scalable base for ongoing AI development
Outsource your projects

Other innovative IT services we offer

FAQ

What AI and ML services does VNEXT offer?

VNEXT provides end-to-end AI and ML services covering strategy and consulting, model development and training, AI application development for web and mobile, system integration, and ongoing support. We help businesses assess AI readiness, build proof-of-concept solutions, develop custom or off-the-shelf AI products, and adapt existing AI systems to evolving business needs, all grounded in responsible AI principles.

How much does AI development cost?

AI development investment ranges from $10,000 to $20,000 for basic tools and up to $200,000 or more for enterprise-grade solutions. Key cost factors include model accuracy requirements, data infrastructure, hosting environment, availability of pretrained models, and overall solution complexity. Our consultants can provide a tailored estimate and recommend ways to optimize your budget.

How can AI improve my business operations?

AI takes repetitive, time-consuming work off your team's plate and puts it on autopilot, while surfacing insights that help you make faster, smarter decisions. From automating customer service and predicting market trends to cutting decision-making time, AI helps your business scale without adding unnecessary complexity or cost.

Can AI help with compliance and data privacy?

Yes. Rather than reacting to threats after the fact, AI gives your business early-warning systems, real-time risk detection, and built-in privacy protections that help you stay ahead of compliance requirements, spot vulnerabilities faster, and protect your customers without slowing growth.

How do I know if my business is ready for AI?

If your business has data-rich processes, repetitive workflows, or decision-making bottlenecks, you are ready to explore AI. Even smaller businesses can benefit from AI-powered automation and analytics without needing a large infrastructure investment upfront.

Can AI integrate with my existing systems?

Yes. Modern AI solutions are built to connect with your existing CRM, ERP, HR, and custom platforms via APIs and cloud integrations, so you do not need to replace your current tech stack to get started.

What if we are not sure what kind of AI solution we need?

That is exactly where we start. We run AI discovery workshops to analyze your workflows, identify the highest-value automation opportunities, and design a clear, practical AI adoption roadmap tailored to your business model and goals.

Let's talk

Ready to get results?
Our team is here to help.