Generative AI
Development Services
Employees now use AI in some capacity, up from just 30% in 2023
-McKinsey
Enterprise applications will integrate task-specific AI agents by 2026, up from under 5% today
-Gartner
Organizations say their GenAI and automation investments have met or exceeded expectations
-Accenture
2.5x higher revenue
growth with generative AI adoption
Boost operational efficiency
We automate the repetitive, time-consuming work, speeding up your workflows and freeing capacity your team can put toward higher-value tasks.
Accelerate business growth
Drive revenue with AI-powered personalization that tailors offers and recommendations to each customer, while uncovering new market opportunities.
Unlock actionable insights
Your business gathers data every day but rarely reads all of it. We turn that data into clear signals about where to focus next.
Elevate customer experience
We shape every response around who the customer is and what they actually need, so routine exchanges become genuinely useful.
Reduce risk and strengthen security
Detect compliance gaps, fraud, and contract risks early with generative AI, backed by enterprise-grade data security for every LLM solution.
Stay ahead of the competition
Software that stops improving starts falling behind. We build systems that keep learning, so they grow with your users over time.
Our Generative AI development services
Custom generative AI model development
Off-the-shelf tools rarely fit specialized needs. We build custom generative AI models that automate industry-specific tasks, with the intellectual property staying yours.
Generative AI integrations
Bringing advanced AI capabilities directly into your existing stack and legacy databases, our team creates smooth workflows that strengthen your tools without disrupting daily operations.
RAG & enterprise knowledge solutions
We build AI assistants that answer questions using your company's own documents and data, delivering accurate, source-backed responses while keeping sensitive information secure.
PoC development
Before committing to a full build, you can validate the idea with a rapid, small scale proof of concept delivered in weeks, giving your leadership concrete evidence of performance and clear ROI.
LLM-powered content & document solutions
Accelerate your output with advanced language models that digest large files, produce accurate summaries, and draft polished professional content in moments.
AI chatbot development
Our intelligent chatbots give customers instant, 24/7 support, answering complex questions and resolving inquiries on their own.
AI agent development
Going beyond simple tools, our autonomous AI agents handle multi step work such as marketing schedules and logistics with almost no manual oversight.
Generative AI consulting
With a clear strategic blueprint from our advisors, you identify where AI adds real value and choose the tech stack that maximizes your returns.
Generative AI use cases
Text
- Content creation
- Sales emails
- Customer support (chat and email)
- General writing
- Note taking (for meeting, interviewing)
- Summaries and drafting
- Chatbots
Code
- Code generation
- Code documentation and refactoring
- Text to SQL
- Web app builders
Image
- Image generation
- Consumer and social visuals
- Media and advertising
- Design
Speech
- Voice to text
- Text to voice
- Voice bots
Other
- Video editing and generation
- Music
- Audio
Enterprise solutions
- Enterprise search with RAG
- AI agents for workflow automation
- Document automation
GenAI adoption
across business process
Data driven business insights
- Self service data analytics: Let business users investigate their own data and reach decisions faster, using conversational query tools and automatic report generation built on GenAI.
- Scenario simulation: Model hypothetical situations to trial and adjust strategies before you commit, for example forecasting how a sudden spike in demand would affect your inventory and delivery times.
- Predictive forecasting: Convert past and current data into reliable projections of demand, revenue, or risk, so leadership can plan around what is coming.
Workflow automation
- Employee support agents: Lift team productivity with GenAI assistants that recap customer calls and meetings, suggest the strongest next sales move, and handle other day to day help.
- Content generation: Cut the work behind routine outputs like manuals and financial summaries, and creative ones like campaign visuals or product concepts, through AI driven text and image creation.
- Document processing: Automatically sort, summarize, and pull structured fields from inbound emails, invoices, and contracts, taking manual keying out of the loop.
Customer engagement
- AI chatbots and virtual assistants: Give customers and staff always available support that tackles detailed questions and clears routine requests on its own.
- Personalized communication: Tailor each interaction to the recipient's history, profile, and intent, making conversations more relevant and raising satisfaction.
Knowledge and document intelligence
- Enterprise knowledge assistants: Allow teams to ask plain language questions and get precise answers sourced from your own documents, policies, and records.
- Summarization and extraction: Compress lengthy reports, transcripts, and files into short overviews while lifting out the details that count.
Software and product acceleration
- Code generation and review: Support engineers as they write, translate, explain, and fix code, trimming build times and improving quality.
- Rapid prototyping: Stand up functional proofs of concept within weeks to prove an idea and its value ahead of a full build.
Industry-specific gen AI solutions
Manufacturing
- Generate design variations for faster prototyping
- Simulate production lines to find efficient setups
- Summarize technical manuals and machine data for maintenance
Finance & Banking
- Deliver tailored financial and portfolio guidance
- Model scenarios to refine investment strategies
- Auto-draft reports, tax filings, and compliance documents
Healthcare
- Auto-draft clinical documentation to ease physicians' workload
- Sharpen medical imaging for clearer diagnostics
- Generate molecular structures to speed up drug discovery
Retail & e-commerce
- Create lifelike product imagery without costly photoshoots
- Write SEO-friendly product descriptions at scale
- Serve personalized recommendations that lift sales
Education
- Build personalized learning materials for each student
- Create virtual tutors for interactive practice
- Draft newsletters and administrative content for staff
Media & entertainment
- Generate scripts, storyboards, and concept art
- Recommend content that keeps audiences engaged
- Repurpose long-form content into platform-ready clips
Travel & Hospitality
- Generate personalized itineraries and recommendations
- Produce localized marketing copy and visuals
- Power virtual concierges available around the clock
Logistics
- Simulate disruptions to strengthen contingency plans
- Auto-generate shipping and customs paperwork
- Optimize routes from past data to cut transit times
Energy
- Forecast demand to support smarter grid planning
- Summarize sensor data to speed up maintenance
- Generate compliance and regulatory documentation
Professional Services
- Draft proposals, contracts, and client reports fast
- Summarize documents to support better advice
- Power knowledge assistants from past project data
See our AI offerings in action
CHECK ALL OUR CASE STUDIES
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ChatGPT integration for enterprise search accuracy
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.
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AI Agent for custom web applications built for the Japanese user experience
We developed Generate UI Chatbot, an AI agent that creates reference interfaces so non-technical stakeholders can visualize a business management system before the real app is built. Stakeholders describe what they need in natural language, and the agent proposes layouts and renders visual previews, keeping the design aligned with Japanese customers' workflows, habits, and expectations.
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AI-powered OCR for complex document recognition
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.
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In-store visitor analysis through image recognition
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.
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Speech recognition across multiple business applications
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.
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AI-driven hospital menu and inventory optimization
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.
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High-security face recognition built for enterprise-grade protection
We built a next-gen face recognition system with anti-spoofing technology, delivering over 80% verification accuracy even in low-light conditions and ensuring absolute security for enterprises. The solution enables hands-free attendance that automates check-in at building lobbies, alongside multi-site sync for centralized access data management across the entire system.
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OCR technology for digitizing water meter readings
We helped a client digitize their water meter reading process with specialized OCR technology, accurately reading digits on old and new meters even when partially obscured or shot from difficult angles. The solution enabled automatic readings via smartphone camera and direct export to ERP systems, eliminating manual data entry.
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Computer vision-powered person and clothing color detection
A client needed a smarter way to monitor activity across their facilities, so we built a computer vision system that identifies people in frame, classifies attire, and recognizes dominant colors such as shirts, pants, hats, and accessories. Beyond simple detection, the solution enables area monitoring, access control, and real-time behavior analysis, backed by time and area-based statistical reports.
Gen AI development pipeline
Analysis
- Joint assessment of the problem and the data
- Business objectives and feasibility evaluation
- Definition of success criteria and target metrics
Data
- Gathering, cleaning, and preparation of training datasets
- Relevance, quality, and security validation
- Dataset alignment with model objectives
Modeling
- Model selection and foundation choice
- Fine tuning on your data
- Adjustment of the model to your business context
Architecture
- Solution architecture design
- Integration planning across data sources, applications, and infrastructure
- Provisioning for reliable performance at scale
Implementation
- Deployment of the solution into your environment
- Integration with existing tools and systems
- Validation of smooth operation under real conditions
Maintenance
- Continuous performance monitoring
- Model retraining on fresh data
- Ongoing refinement to sustain accuracy and value
AI models used in our projects
OpenAI GPT
Meta Llama
Google Gemini
Anthropic Claude
Our gen AI tech tools
Clients appreciate us
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How CAC Croit automated medical document processing with VNEXT's AI development services
VNEXT's expertise in natural language processing helped us automate the time-consuming task of sorting medical literature. Their team understood our background context so well that they consistently turned vague ideas into working tools within just a week. This reliable, Agile approach has made a real difference in our daily operations.
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In Vietnamese offshore development, technical skill is a given - passion makes the difference
VNEXT was chosen for their team's sincere passion and proactive drive to master challenging, high-value projects. Their flexibility in providing a dedicated, secure office space enabled a remarkably rapid product release in just six months. The project's success relied on top-tier talent using international UML diagrams to ensure seamless communication and high-quality results.
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Dedicated development team for a Japanese distribution and logistics SIer
VNEXT brought the Magento expertise our food service project needed, delivering high quality even under tight deadlines through calm, eager-to-learn engineers and proactive communication. By using workshops to bridge cultural gaps around Japanese business customs, their flexible, dedicated approach makes them feel like a true extension of our own team.
FAQ
Generative AI is a branch of artificial intelligence that does more than analyze data, it creates entirely new content such as text, images, video, music, code, 3D models, and voice. Businesses can also build custom models shaped around their own needs. Today's leading multimodal systems from providers like OpenAI, Anthropic, Google, and Meta turn a simple idea into a finished asset in moments.
Other types of AI interpret data that already exists to sort, forecast, or decide, like flagging spam or predicting sales. Generative AI instead produces original content on demand, from ad copy and product visuals to working code. In short, traditional AI responds to what is there, while generative AI creates ideas and assets that never existed before.
Companies seek generative AI consulting to innovate, work more efficiently, and stay ahead of competitors. The right guidance helps them adopt AI the right way and make the most of its strengths in automation and data-driven decisions. The payoff often shows up as higher productivity, lower costs, and new products or services.
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