Data & Analytics Services
Solving complex business problems
with smart data engineering
When your team is stretched thin or not set up for migration, projects often stall without dedicated support.
Solution: We provide the specialized resources your team may lack, keeping projects on schedule from start to finish.
Data migration often goes over budget during a system implementation.
Solution: We keep costs predictable through a proven process, so your final invoice matches your estimate.
Sensitive data carries legal and compliance risks that many providers struggle to handle.
Solution: Our governance frameworks keep this risk under control, covering both regulations and internal audits.
Without reliable data, leaders make slower and more costly decisions.
Solution: We turn raw data into clear trends and forecasts, so every major decision rests on solid evidence.
When analysts collect data by hand, skilled people spend time on the wrong work.
Solution: We automate your reports, giving your team more time for the analysis that grows your business.
As your data grows without strong governance, compliance risks steadily increase.
Solution: Our audit-ready systems keep compliance simple and lower your risk, even as you expand.
Our data analytics expertise
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Database migration
We migrate your data assets from legacy database systems to modern platforms, end to end, with minimal disruption and full quality assurance.
- Cloud and on-premise data migration
- Legacy system decommissioning
- Data quality assurance and validation
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Data engineering
Our experienced data engineers build scalable solutions that help companies properly collect, integrate, organize, and store their data assets, preparing them for further analysis.
- Data warehousing, data lakes, and other data repositories
- ETL/ELT pipeline setup
- Data quality management
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Business Intelligence
We architect comprehensive business intelligence systems and individual BI components to help you monitor business performance and gain actionable insights for informed operational and strategic decisions.
- BI architecture and semantic data models
- Self-service capabilities that let business users work with minimal reliance on IT teams
- Platform setup and governance for Power BI, Tableau, and Looker
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AI and ML-powered analytics
We integrate predictive models and machine learning into your data workflows to automate forecasting, detect anomalies, and surface insights your team would never find manually.
- Predictive analytics and forecasting
- AI and ML model integration
- Automated insight generation
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Data visualization & Dashboarding
We transform your data into insightful, intuitive reports and dashboards, engineered and tailored to the needs of every department across your organization.
- Building, deploying, and upgrading data visualization solutions
- Monitoring KPIs, market trends, and customer behavior
- Supporting accurate, data-driven business decisions
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Big Data analytics
With the right techniques, we turn your raw data into clear, useful insights before any value is lost.
- Big data analytics strategy and implementation
- Data product development and publishing
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Cloud data analytics
We build scalable cloud and hybrid analytics platforms on AWS, Azure, and Google Cloud, giving your teams fast, flexible access to insights without the limits of on-premises infrastructure.
- Cloud data warehouse and lakehouse setup
- Elastic compute that scales with data volume and query demand
- Cost-optimized storage and processing with pay-as-you-go pricing
One data foundation, customized
for your specific industry reality
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Sản xuất
We connect production systems, quality control data, and supply chain inputs into a unified intelligence layer across every facility. Predictive maintenance, yield optimization, and real-time monitoring become natural outcomes of having the right data in one place.
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Tài chính & Ngân hàng
In finance, speed, accuracy, and strict compliance are essential, and we build our platforms around all three. We deliver credit scoring, fraud detection, transaction monitoring, and risk modeling complete with full data tracking and audit ready design, so your teams move fast and stay compliant.
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Chăm sóc sức khỏe
We connect EHRs, lab systems, and external providers into a single clinical data layer, giving care teams the complete picture they need to make sound decisions. With strong interoperability at the core, unified patient records and compliance with healthcare standards fall into place naturally.
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Bán lẻ và Thương mại điện tử
We bring apps, websites, stores, and other sources together into one customer data platform, giving you a true 360 view of every shopper. Once your data is genuinely unified, churn prediction, customer segmentation, and personalization all become achievable.
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Giáo dục
We unify your LMS, assessment tools, and engagement systems, so learner data lives in one place built for real decisions. This makes it far easier to predict student outcomes, improve courses, and report on performance.
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Giải trí & Truyền thông
We process audience behavior, content usage, and revenue data at scale, turning the noise into clear insight. You get smarter recommendations, sharper churn models, and campaigns that actually perform.
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Du lịch & Lưu trú
When booking systems, loyalty programs, operations, and guest feedback all live in one place, you gain real precision. From dynamic pricing to demand forecasting and personalized guest experiences, everything builds on that solid foundation.
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Logistics
We connect real time data across complex logistics networks, turning scattered information into a genuine advantage. As more data connects, demand forecasting, inventory optimization, and disruption detection all grow sharper, tightening operations across the entire network.
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Năng lượng
Grid performance, meter readings, and usage patterns feed into platforms we build for load forecasting, fault detection, and renewable energy management. And because the system is engineered right from the start, compliance and sustainability reporting come easily.
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Dịch vụ Chuyên nghiệp
With everything in one place, consulting firms, law practices, and HR teams gain a clear view of their project, client, and workforce data. Whether you need insight into profitability, utilization, or compliance, it surfaces right where you need it.
Why choose us
for data and analytics services
Strategic technology partnerships
VNEXT holds certified partnerships with AWS, Salesforce, and other industry leaders. This standing gives your business better licensing terms, priority technical support, and early access to new platform features.
Business-first approach
Our team starts every project with a clear understanding of your business goals, no matter how large or complex. We build a roadmap around those goals and keep them central to every decision, so each solution delivers real, measurable results.
Full-cycle data and analytics services
VNEXT manages the entire data lifecycle in one place, covering strategy, governance, engineering, and AI integration. We build everything to support cloud, automation, and AI from day one, so you never have to rebuild later.
Deep industry expertise
Our team brings hands-on experience across finance, retail, healthcare, and more. That experience means less time spent learning your industry and more time solving the problems that move your business forward.
Our process to delivering data services
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1
Discovery and assessment
We examine your existing data landscape in depth, defining the target state and translating business and technical findings into a concrete vision and prioritized requirements.
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2
Data strategy and implementation roadmap
We connect your data initiatives to business objectives and build a roadmap covering technology stack, milestones, ROI, and team requirements.
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3
Architecture and governance design
We design scalable data architectures, validate them through early prototyping, and build in governance and quality management from the start.
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4
Solution implementation
We manage end-to-end deployment of data platforms and tools, integrating new solutions into your existing infrastructure with minimal disruption.
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5
Advanced analytics and insight generation
We extract maximum value from your data through business intelligence, visualization, and predictive and prescriptive analytics models, including self-service capabilities that put insight directly in the hands of business users.
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6
Ongoing optimization and support
We provide continuous maintenance, performance monitoring, and iterative improvement so your data solutions stay effective, current, and capable of adapting as your business and the technology landscape evolve.
Tech stack chúng tôi sử dụng
- Amazon Web Services
- Microsoft Azure
- Google Cloud Platform
- DigitalOcean
- VPC
- Hetzner
- Linode
- Vultr
- AWS
- Amazon S3
- Amazon Redshift
- Amazon DynamoDB
- Amazon DocumentDB
- Amazon Relational Database Service
- Amazon ElastiCache
- Azure
- Azure Data Lake
- Azure Blob Storage
- Azure Cosmos DB
- Azure SQL Database
- Azure Synapse Analytics
- Kinect DK
- Azure RTOS
- Google Cloud Platform
- Google Cloud SQL
- Google Cloud Datastore
- SQL
- Microsoft SQL Server
- MySQL
- Oracle
- PostgreSQL
- NoSQL, Apache Cassandra
- Apache Hive
- Apache HBase
- Apache NiFi
- MongoDB
- Apache Ranger
- AWS Lake Formation
- Microsoft Purview
- Databricks Unity Catalog
- Google Cloud Dataplex
- Informatica
- dbt
- Apache Airflow
- Apache NiFi
- Azure Data Factory
- AWS Glue
- SAP Data Services
- ASTERIA
- Talend
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Engineered a unified recruitment ecosystem connecting three dedicated web portals with nine external job boards, streamlining station-based search, direct candidate chat, and automated chatbot interview scheduling
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Synchronized tablet imaging and AI heatmaps enhance cervical cancer screening workflows for clinicians
Extended the capture, select, and paint screens of a cervical cancer screening support tool, so clinicians can review images with a heatmap overlay, mark areas of interest, and keep every view aligned from one screen to the next.
-
How a seamless Rails modernization enabled automated cloud scheduling and multi account AWS protection
Modernized a mission-critical Ruby on Rails management portal without operational downtime, bringing multi-account AWS oversight, automated server runtimes, AMI backups, and multi-channel incident dispatch into a single control plane.
-
Multi store luxury watch retailers safeguard repair agreements and customer trust through integrated LINE chat
Replaced fragmented paper slips and spreadsheets with a centralized retail platform that embeds LINE customer messaging into store repair workflows, turning chat agreements and condition photos into verifiable service records.
-
A multi portal recruitment platform syncs nationwide job postings across nine external boards
Engineered a unified recruitment ecosystem connecting three dedicated web portals with nine external job boards, streamlining station-based search, direct candidate chat, and automated chatbot interview scheduling
Các dịch vụ khác chúng tôi cung cấp
Câu hỏi thường gặp
Businesses that treat data as a strategic asset consistently outpace those that do not. A well-executed analytics program surfaces the inefficiencies quietly draining your margins, reveals the customer patterns your teams have been guessing at, and identifies revenue opportunities that would otherwise go unnoticed. The compounding effect is faster decisions, leaner operations, and a competitive position built on evidence rather than instinct.
Security and compliance are engineered into the foundation of every solution we build, not retrofitted once delivery is complete. We design governance frameworks that address access control, encryption, audit readiness, and data lifecycle management, with built-in alignment to GDPR, CCPA, and any other regulations relevant to your industry. The result is a data environment your organization can trust and your regulators can examine without concern.
With hands-on experience across finance, healthcare, retail, media, and travel, we understand that data challenges are rarely purely technical. They are business problems that happen to involve data. We work closely with each client to design solutions that fit their environment, reflect their goals, and deliver measurable value rather than generic outputs built for someone else's use case.
Every business problem has a data signature. Analysis helps isolate it by breaking complex challenges into manageable components, identifying the trends, gaps, and root causes that are difficult to see from the surface. The insight that emerges does not just describe what happened but points clearly toward what to do next, giving decision-makers a factual basis to act on rather than assumptions to argue over.
Timelines vary depending on the scope, the state of your existing data infrastructure, and the complexity of the outcomes you are working toward. Focused engagements such as a proof of concept or initial dashboard build can move quickly, often within a matter of weeks. Larger programs covering architecture, governance, and advanced analytics are structured in phases, so your organization sees tangible progress at each stage rather than waiting months for a single delivery.
Readiness is less about the size of your organization and more about the state of your data. If your teams are making decisions based on incomplete information, spending significant time pulling reports manually, or struggling to get a consistent view across systems, those are clear signals that a stronger analytics foundation would create immediate value. We assess where you are today and build a path forward that matches your current maturity and scales with your ambitions.
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