Data and AI on Databricks, done right under Vietnamese law
We move your data onto Databricks, build governance in from the start, and prepare the records regulators and auditors will ask for — drawn from the platform’s own logs, not from written assurances.
Four things organisations need to know
Self-classification is an obligation
Under Decree 142/2026/ND-CP, providers of AI systems classify their risk level before putting a system into use, and are accountable for that classification. We prepare a classification record with its legal basis, checked item by item against the list.
The high-risk list is closed
Decision 33/2026/QD-TTg, in force since 15 August 2026, lists 46 systems in 6 sectors. For banking, its two entries apply only when a system executes transactions or grants credit automatically, without independent human review or approval.
Human approval has to be provable
A human approval step is what keeps a system off the list. When an inspection comes, the approval trail needs to come from system logs, not only from a process on paper.
Personal data is the larger risk
The Personal Data Protection Law 91/2025/QH15 sets fines of up to 5% of the previous year’s revenue for breaching the rules on transferring personal data abroad. Keeping data in your own cloud account and region is the simplest answer.
When a system is integrated, modified or repurposed, it must be classified again. This page is an introduction and does not replace legal advice for a specific case.
Five service stages
| Stage | What it covers | Services |
|---|---|---|
| Start | See it run on your own data before you commit a budget. | Discovery Workshop Free Migration Scan from $2,500 Governed Pilot from $4,500 Data & AI Readiness Review from $10,000 Data Zoning & Compliance Assessment from $10,000 |
| Modernize | Move onto Databricks without breaking the reports people use. | Migration from $12,000 per wave Lakehouse Foundation from $25,000 |
| Govern | Owners, access rules, lineage and evidence for every table. | Unity Catalog Governance from $35,000 Compliance Evidence from $30,000 |
| Build | One analytics or AI use case live, with real users. | Analytics Use Case Sprint from $30,000 AI & Agents to Production from $50,000 |
| Run | A platform someone answers for, month after month. | Platform Operations from $4,000 per month Evidence Refresh from $6,000 per quarter |
All services and prices. Full details and prices on the services page.
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