Deployment on controlled infrastructure
Keep sensitive data inside your own environment instead of pushing everything to an external platform.
We design and run AI systems that help SMEs keep data ownership, reduce repetitive work, and decide faster.

Keep sensitive data inside your own environment instead of pushing everything to an external platform.
Our team stays involved from problem framing to stable day-to-day use by your internal staff.
CRM, reporting, customer support, and internal tasks are connected around what the business actually needs.
Assess the current process and choose the right AI problem to solve first
Design a rollout that fits the scale and pace of an SME
Hand over a system your internal team can use right after the pilot stage
Each solution is built around a concrete operational task, from team-facing products to private data infrastructure.

An operations platform for companies that need HR, attendance, reporting, and customer follow-up to run in one clear rhythm.
Automate attendance, reporting, reminders, and progress tracking across the team.
Turn fragmented information into reports that managers and founders can act on quickly.
Work with operations leaders to define the right use case, set priorities, and control rollout cost.
Build an environment where models, data, and internal workflows are not locked into a single outside vendor.
Choose the model that matches the job instead of assembling tools around a trend.
Connect AI into ERP, CRM, or internal workflows without breaking the existing operating rhythm.
Your team understands how to run, scale, and budget the system after the initial phase.
Edge Vision combines AI, mobile, and fullstack capability to turn operating needs into products people can use right away.

Product leadership
CEO
Connects real business needs with the product, data, and infrastructure decisions behind the rollout.

Fullstack Developer

Mobile Developer

AI Researcher

AI Researcher

AI Researcher
If your company is considering AI but does not know where to begin, we can review the workflow and priorities before recommending a solution.
support@edgevision.io.vn
+84 383 341 242
Ha Noi, Vietnam
We reply with a concrete direction, not a generic follow-up message.
The first session focuses on your workflow, available data, and current operating limits.
Share a few lines about your workflow, team, or automation target. That helps the first conversation go straight to the point.