01
Founder-led Audit
Business goals and bottlenecks stay in one conversation.
Vietnam-based AI and data delivery partner
We design, ship, and harden agent workflows, reporting systems, data pipelines, and automation for teams that need senior execution without a bloated agency layer.
Watch the workflowSeaSure
Graspr AI
Zeno
Ahrvo
ClarifyIQ
FinanceScaler
OpenAI
BigQuery
Airflow
AWS
OpenAI / LangGraph / BigQuery / Airflow / AWS / Docker
Workflow preview
Watch the full-service workflow in motion
See how research, build, automate, harden, and handoff can stay inside one senior delivery loop instead of scattering across tools and vendors.
Founder-led delivery loop
Founder-led delivery from workflow audit to production hardening
Tran Tien Van leads the work from the first workflow audit through architecture, implementation, and hardening, so business context and technical decisions stay aligned all the way into production.
02
System Ownership
Architecture decisions stay with the person shipping the work.
03
Hands-on Delivery
The same lead stays close to implementation and rollout.
04
Hardening + Support
Monitoring, docs, and post-launch support stay connected.
Tran Tien Van
Founder-led AI agent and data engineering delivery from Ho Chi Minh City, Vietnam.
This section is built to answer the buyer question behind every founder-led service business: who is actually behind the work, and can that person be verified before the first call?
Here, the same person handles workflow audit, architecture direction, implementation, and hardening, so decision quality and execution speed stay in the same loop.
5.0
Upwork rating
71 public reviews
Founder-led
Decision chain
Scope, architecture, and delivery stay aligned.
Vietnam
Operating base
Ho Chi Minh City, Vietnam
AI + data
Execution lens
Agent workflows, reporting systems, and pipelines.
Service lanes
Services built around the bottleneck
Choose the lane that matches the workflow, reporting, automation, or data problem your team needs to scope, ship, and harden.
Talk through your workflow01
AI Agent Development
Design AI agents that reason, call tools, and complete production workflows with clear guardrails and human review.
02
Data Pipelines
Build resilient batch and streaming pipelines that move data cleanly from source systems into warehouses, reports, and AI-ready products.
03
Agentic BI & Reporting
Build governed LangGraph reporting agents that query your semantic layer, validate SQL, explain KPI movement, and deliver Slack-native narratives.
04
Web Scraping & Automation
Collect structured data from dynamic and protected sources with browser automation, proxy strategy, and production-grade delivery.
05
Cloud Cost Optimization
Reduce cloud waste while protecting delivery speed through workload analysis, right-sizing, scheduling, and targeted re-architecture.
06
Platform Modernization
Modernize brittle data and integration stacks into platforms that support reporting, automation, and AI delivery with less operational drag.
Upwork proof
5.0 from 71 reviews
Chod S.
5.00 / 5
Data Extraction & Automation Engineer for Large Document Repository
Chris K.
5.00 / 5
FT Platform Phase #2
"Great backend developer, highly recommend!"
Gilad B.
5.00 / 5
Phase 0: Design a granular data schema and structure, and full tool flow
"Very knowledgeable and professional. Good communication"
Engagement models
Ways to work with Van Data Team
Choose the engagement shape that fits your team, then start with a free call.
Strategy Sprint
Scope and de-risk
Validate the workflow before a bigger build.
Typical outputs
Discovery
Workflow audit
Architecture direction
Quick-win backlog
Delivery estimate
Production Build
Ship the system
Best for business-ready AI, automation, or data delivery.
Typical delivery
End-to-end delivery
Testing and deployment
Docs and handoff
30-day optimization
Weekly reporting
Embedded Partner
Senior support
Ongoing support inside complex AI or data roadmaps.
Typical support
Priority response
Architecture support
Performance tuning
Ops improvements
Flexible sprint execution
FAQ
Questions teams ask before they reach out
Straight answers on what Van Data Team builds, who it fits, and how projects start.
What does Van Data Team build?
Van Data Team builds AI agents, reporting workflows, data pipelines, automation systems, and modernization work for teams that need production-ready delivery.
Who is the best fit for Van Data Team?
The strongest fit is a team with a real workflow bottleneck, a delivery owner on the client side, and a need for senior implementation rather than slideware.
Can you work inside an existing stack?
Yes. Many engagements start from an existing stack that needs stabilization, better observability, or a new AI and data layer added on top.
How do projects usually start?
Projects usually start with a scoped conversation, a workflow review, or a short strategy sprint that clarifies the bottleneck, risks, and recommended next step.
Why work with a Vietnam-based delivery partner?
A Vietnam-based delivery model can keep overhead lean while still giving global teams senior ownership, strong communication, and timezone overlap that supports steady delivery.
Free strategy session
Get a 30-minute AI and data consultation
Bring the current process, blockers, and decision pressure. The output is a practical next-step plan, not a vague sales call.
you@company.com
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