VINASPARAI consulting in Vietnam, from use case to production
We help companies operating in Vietnam pick the AI use cases that pay back, prepare their data, and move from pilot to production without locking into tools they do not need.
What AI consulting covers
Use-case discovery
Workshops with operations, sales and finance to list AI opportunities and rank them by value, cost and risk.
Data readiness
Review of ERP, CRM and document data: quality, access, privacy and what must be fixed before AI can work.
Pilot with metrics
One focused pilot, such as document search, demand forecasting or support automation, with before-and-after KPIs agreed upfront.
Governance & rollout
Access control, human review, cost monitoring and a plan to scale only what has proven value.
Typical AI use cases for Vietnamese businesses
- Internal knowledge assistants that answer staff questions from policies, contracts and SOPs in Vietnamese, English, Japanese or Chinese.
- Document processing for invoices, purchase orders and customs paperwork.
- Sales and demand forecasting on top of ERP data for F&B and FMCG distributors.
- Customer service automation on Zalo and web channels, with hand-off to human agents.
- Management reporting with Power BI and natural-language queries.
How we work
- Assess (2–4 weeks): opportunity map and data readiness report.
- Pilot (4–8 weeks): one use case, measured against agreed KPIs.
- Scale: extend only the parts that met their targets.
- Operate: monitoring, model and cost reviews under an SLA.
Frequently asked questions
How much does an AI pilot cost in Vietnam?
Cost depends on data readiness and scope. We fix the scope of the assessment first, then quote the pilot against a defined use case so the budget is known before work starts.
Can AI work with our existing ERP?
Yes. Most pilots read data from the ERP or CRM you already run, including Odoo and SAP Business One, rather than replacing them.
Is our data safe?
We design for least-privilege access, keep data in the regions you approve, and align with Vietnam's personal data protection rules. Legal sign-off stays with your company.