NLP & Conversational
AI Solutions
Solve your language-related tasks with maximum efficiency
Turn text into clear insights
Your emails, documents, and customer logs hold valuable information that often goes unused. We build NLP tools that analyze this text automatically, helping your teams make smarter decisions grounded in real data.
Stay in control of your AI
You should always know how your software reaches its decisions. Our NLP solutions are transparent and auditable, so your systems follow your internal rules and safety standards.
Automate smart customer support
We upgrade your chat and support tools so they understand what your users mean, not only the exact words they type, keeping client communication accurate, helpful, and available 24/7.
Protect sensitive data easily
Handling customer conversations demands strict security, especially in finance and healthcare. Our NLP software is designed to support compliance with GDPR, HIPAA, and local data regulations.
Our natural language processing services
NLP strategy and roadmap development
Choosing the right tech stack, or confirming that a text automation idea will even work, is difficult on your own. We remove the uncertainty by assessing your data readiness, aligning stakeholders, and mapping a realistic, step-by-step launch plan.
- Current state analysis
- Prioritized NLP use cases
- Data and model governance
- Tactical execution roadmap
NLP MVP development
A focused, feature-light product is the smartest way to test an idea. Our team builds a working prototype quickly, so you can gather real user feedback and measure performance before committing to full development costs.
- Scope and success criteria
- Model selection and prototyping
- UX and API integration
- Performance evaluation
Enterprise NLP development
We build durable language systems that handle heavy daily workloads and fit cleanly into your existing IT environment. From instant replies for live customer communication to large-scale processing of internal text archives, our engineers write maintainable code tuned for speed, accuracy, and data privacy.
- Custom NLP pipelines
- LLM orchestration
- Real-time and batch architectures
- IT system integration
Custom NLP model design
When standard, pre-trained tools cannot grasp your industry's terminology, we build custom models around your domain. Our team trains and fine-tunes specialized algorithms for niche tasks, from accurate document classification to detailed technical text generation.
- Niche task optimization
- Open-source model tuning (LLaMA, Mixtral, Vicuna)
- Text classification and generation
- Accuracy refinement
System and API integration
We deploy your finished language models securely to your preferred cloud or private server. Custom APIs and data pipelines connect the AI to your existing business tools and third-party data sources, and thorough stress testing keeps the system fast under heavy traffic.
- Cloud and private deployment
- API and middleware implementation
- Workflow stress-testing
- Third-party source connection
NLP solutions to
transform language processing tasks
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.
See how we apply NLP to your industry
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Manufacturing
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Finance & Banking
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Healthcare
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Retail & e-commerce
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Education / Edtech
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Travel & Hospitality
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Media & entertainment
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Logistics
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Energy
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Professional services
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On the factory floor, NLP turns scattered logs, reports, and notes into fewer breakdowns and better products.
- Maintenance log analysis
- Supply chain analysis
- Voice-controlled machinery
- Quality report analysis
- Product design insights
Our clients say it best
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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.
Numbers we're proud of
Our AI tech stack
FAQ
Accuracy starts with the right model for the job. Our engineers match the model to your task, train it on a high quality dataset that reflects real world use, and fine tune its settings for the best results. We then test it against a separate validation set to confirm it holds up once it goes live.
Data security is never an afterthought for us. We anonymize sensitive information, encrypt it both at rest and in transit, and hold retention periods to the shortest time possible. For added control, we can deploy modern open source models directly on your own servers or virtual machines, which means your data never leaves your environment.
It depends on how complex the work is, what data is ready, and how much integration is involved. Managed solutions built on existing models typically go live in eight to twelve weeks. More tailored systems, such as those needing domain specific models, multiple languages, or deeper integrations, usually take three to six months.
That comes down to your goal and the option of adapting a pre trained model. If you are fine tuning an existing model, even a few thousand well labeled examples can perform strongly in a narrow field. Building a new model, or working with a rare language or highly specialized vocabulary, calls for considerably more labeled data.
Integration is part of the plan from the very start. Our solutions work alongside your CRM, ERP, knowledge bases, support platforms, and data lakes. We create APIs, microservices, or batch pipelines that feed outputs into your other systems exactly when you need them, in real time or on a schedule.
Let's talk
Ready to get results?
Our team is here to help.