Questions about VACL
Straight answers about what we do, how engagements work, and how to reach us.
General questions
What does VACL do?
VACL (Virtual American Companies LLC) is a Texas technology company that engineers AI and software systems across four layers: intelligent applications, models and inference, secure execution, and infrastructure and edge. Engagements start with an AI advisory sprint, and VACL can host and improve systems after go-live.
Where is VACL based?
VACL is a United States company headquartered in Texas. It was founded on December 20, 2005, and works with clients across the US.
How does an engagement with VACL start?
Most engagements start with a one-week Discover & assess sprint at a fixed fee. VACL maps one process, measures today's baseline, models the return and gives a written go / no-go. Next come Prototype & evaluate (4–6 weeks, fixed scope), Integrate & validate (8–14 weeks, milestone-priced) and Operate & improve (monthly).
What is the difference between a Delivered service and a Pilot program?
Delivered services are backed by systems VACL has built and runs, with case studies. Pilot programs are newer capabilities, such as private AI infrastructure, inference optimization and digital twins, offered as a fixed-scope, fixed-price first engagement with agreed acceptance criteria.
Who owns the code and data?
The client does. Source code, data and documentation are handed over at go-live.
Will an AI system from VACL make payments or send messages without approval?
Not by default. Payments, filings and customer messages keep a human approval step, and every action an agent takes is logged and can be reversed.
Does VACL offer AI voice agents?
Yes. Ready-to-use AI voice agents, receptionists and CRM automation are offered as plans through Binary Blaze (binaryblaze.net), a VACL company. Custom voice deployments are engineered by VACL, drawing on its two decades as an FCC-214 licensed carrier (2005–2024).
Can VACL run AI models privately instead of through a public API?
Yes, as a pilot program. VACL designs private model-serving environments sized to the workload, data boundaries and uptime needs, and delivers a deployment architecture, serving API and operational runbook.
Which industries does VACL work in?
VACL has delivered systems in manufacturing and global trade, healthcare, industrial inspection, payments and automotive services, professional services, and voice and customer communications.
Which technologies does VACL use?
Laravel, PHP, React Native and Expo for applications; MySQL and SQL Server for data; hosted LLM APIs, open-weight models and retrieval (RAG) for AI; SIP and VoIP for voice; AWS or Azure and Linux for hosting; and embedded controllers for devices.
Is VACL hiring?
Yes. Open roles are listed at vacl.us/careers. Most engineering roles are remote within the United States; the Market Research Analyst and Marketing Specialist role is based in Fort Bend County, Texas. OPT candidates in Computer Science, Applied Math or Engineering are welcome. Apply by emailing a résumé to jobs@vacl.us.
How do I contact VACL?
Use the form at vacl.us/contact, email sales@vacl.us, or call +1 281 500 7070.
Service questions
How long does the AI readiness sprint take?
One week, at a fixed fee. It ends with a sprint report, auditable baseline metrics, a cost-benefit model and a written go / no-go. AI Advisory & Readiness →
What if AI is not the right fit for our process?
The sprint report says so in writing. You keep the process map, baseline and recommendations either way. AI Advisory & Readiness →
Can AI agents work with our existing software?
Yes. Agents connect through your systems' APIs, email and documents, hand off to a person when judgment is needed, and log every action. Intelligent Applications →
What is the difference between Binary Blaze and VACL for AI voice?
Binary Blaze offers ready-to-use AI voice and CRM automation plans for small businesses. VACL engineers custom voice deployments and integrations for companies that need more than a packaged plan. Intelligent Applications →
Do we need to fine-tune a model?
Often not. VACL compares retrieval, fine-tuning and conventional software against your defined task and recommends whichever performs best for the cost. Models & Inference →
How do you measure model quality?
With evaluation sets built from your real examples, tracked pass rates and regression tests that run before any model change goes live. Models & Inference →
How do you stop an AI agent from taking a harmful action?
Agents run with role-based permissions, approval gates on consequential actions such as payments and customer messages, and an audit trail where every step is logged and reversible. Secure Execution →
What does an AI security assessment test?
Access boundaries, tool use and data handling, including adversarial and prompt-injection tests and data leakage checks. It ends with risk findings, permission controls and remediation tests. Secure Execution →
Can AI run on our own infrastructure instead of a public cloud?
Yes, through the private AI infrastructure pilot program: dedicated model serving designed around your workload, data boundaries and operational requirements. Infrastructure & Edge →
Does VACL work with industrial equipment?
Yes. VACL's embedded and robotic work includes robotic non-destructive testing with RAST and car wash controllers with secure card processing with WashPal. Infrastructure & Edge →
What happens after go-live?
VACL can host, monitor and patch the system, run monthly improvement sprints and report on quality and cost, with a quarterly roadmap review. Managed Operations →
How are model upgrades handled?
New models are tested against the system's evaluation set first and go live only after they pass. Managed Operations →