# Van Data Team

> Vietnam-based AI agent and data engineering boutique. We design, ship, and harden production AI workflows for global teams: LangGraph multi-agent systems, agentic BI reporting, data pipelines, web scraping automation, cloud cost optimization, and data platform modernization.

Last-Modified: 2026-06-19
Training: allowed
Citation: appreciated — link to https://vandatateam.com
Extended-Context: https://vandatateam.com/llms-full.txt

Founder-led delivery from Ho Chi Minh City. Engagements are fixed-scope, fixed-price, with a 30-day post-launch support window. Typical project size $25K–$80K, 8–14 weeks kickoff to production.

## Services

- [AI Agent Development](https://vandatateam.com/services/ai-agent-development): Production-ready agents with LangGraph, CrewAI, MCP, guardrails, evals.
- [Agentic BI Reporting](https://vandatateam.com/services/agentic-bi-reporting): Multi-agent BI runtimes on dbt / LookML / Cube semantic layers with validation gates.
- [Data Pipeline Development](https://vandatateam.com/services/data-pipeline-development): ETL/ELT, streaming, and orchestration on Airflow, dbt, Kafka, BigQuery.
- [Data Platform Modernization](https://vandatateam.com/services/data-platform-modernization): Staged migration of legacy ETL and warehouses for AI readiness.
- [Web Scraping Automation](https://vandatateam.com/services/web-scraping-automation): Playwright runtimes, proxy strategy, validators, warehouse delivery.
- [Cloud Cost Optimization](https://vandatateam.com/services/cloud-cost-optimization): Workload-mapped spend audits and FinOps guardrails for AWS, GCP, Azure.

## Blog

- [Blog index](https://vandatateam.com/blog): Production engineering essays on AI agents, data, MCP, evals, and delivery.
- [Building AI Agents with MCP](https://vandatateam.com/blog/building-ai-agents-with-model-context-protocol-mcp)
- [Agentic BI for Operations Teams](https://vandatateam.com/blog/agentic-bi-for-operations-teams)
- [AI Agent Incident Response Playbook](https://vandatateam.com/blog/ai-agent-incident-response-playbook)
- [Human Review Loops for Production AI Agents](https://vandatateam.com/blog/human-review-loops-for-production-ai-agents)
- [Event-driven Architecture With Message Queues](https://vandatateam.com/blog/event-driven-architecture-with-message-queues)
- [Optimizing Docker Image Build Times](https://vandatateam.com/blog/optimizing-docker-image-build-times)
- [Customer Onboarding Journey for B2B SaaS](https://vandatateam.com/blog/customer-onboarding-journey-for-b2b-saas)
- [Data Platform Modernization for AI Readiness](https://vandatateam.com/blog/data-platform-modernization-for-ai-readiness)
- [Cloud Cost Guardrails for Growing Data Platforms](https://vandatateam.com/blog/cloud-cost-guardrails-for-growing-data-platforms)

## Company

- [Homepage](https://vandatateam.com/): Overview, services, engagement models.
- [Portfolio and Case Studies](https://vandatateam.com/portfolio): Shipped client work.
- [Contact](https://vandatateam.com/contact): Project consultation form, Upwork, LinkedIn, email.

## Optional

- Founder: Tran Tien Van — [LinkedIn](https://www.linkedin.com/in/tran-tien-van/).
- Sitemap: https://vandatateam.com/sitemap.xml
- Robots: https://vandatateam.com/robots.txt