Enterprise AI discipline for compliance-sensitive teams.
Tri V Holdings helps businesses adopt AI without compromising data privacy. We translate enterprise-grade AI practices into practical, local deployments — based in Dallas–Fort Worth, working with clients anywhere.
Credibility stack
- Data scientist at a Fortune-100 financial institution
- UC Berkeley — BA Data Science + Master of Information & Data Science (LLM/ML)
- Enterprise agentic-AI experience adapted for SMB-safe delivery
Meet the founder
Vinh Bui
Founder & Principal Consultant
I'm a working data scientist at a Fortune-100 financial institution, where I build enterprise-grade AI and agentic systems under strict data-governance and compliance requirements.
Tri V Holdings is how I bring that same discipline to small and mid-sized businesses — without the enterprise price tag or the risk of shipping your data to a public API. Everything I deploy is designed to run on hardware you own.
I studied Data Science at UC Berkeley (BA) and completed the Master of Information & Data Science (MIDS) with a focus on LLMs and machine learning. I work with any team that treats confidentiality as non-negotiable — legal, healthcare, and finance most often.
How we choose between local and cloud
Data sensitivity first
What the data is, and what your contracts and regulators allow, decides the deployment. Everything else is a second-order question.
Then cost and volume
Below a few million queries a year, cloud APIs are usually cheaper than owning hardware. Above it, that reverses. We run the numbers on your workload rather than a template.
No vendor incentive
We deliver on both, so we have nothing to gain from steering you. If the honest answer is the cheaper engagement, that's the answer you get.
Schedule time with us
We work with teams in any industry whose data can't leak — in person across DFW, remotely everywhere.