# AI consulting and development in Miami, FL > Trade and banking between the United States and Latin America, a real estate sector beside them, and a technology base that has grown quickly since 2020. If your business is any of those, your data crosses a border and the rules change when it does. Canonical: https://www.techfabric.com/ai-development-miami Serving: Miami, Fort Lauderdale, Coral Gables, Doral, West Palm Beach, Boca Raton Headquarters: 1530 E Williams Field Rd, Ste 201, Gilbert, AZ 85295. No office in Miami. --- ## Why Miami work is our work Your customers write in Spanish and English, your data sits under several countries' rules, and the AI pilot that handled both in a demo still isn't in production. Our engineers build the production version: agents that read only what the user may read, retrieval that cites its sources in either language, and evals on the answers customers get. Trade through PortMiami and the banks of Brickell raise this daily, and so do cruise lines. ## AI consulting in Miami For Miami companies trading with Latin America through PortMiami or the cargo terminals at the airport, AI consulting starts with where the data is allowed to go. We map residency and language requirements across the markets you serve, then choose use cases such as document intake, trade paperwork and bilingual customer service that pay back inside those limits. [AI consulting in Phoenix](https://www.techfabric.com/ai-consulting-phoenix) ## Work a buyer here would recognise A trade, shipping or lending business that passes documents between several parties eventually has to show who sent what to whom. SmartCert's system was built for that, replacing email attachments with a traceable exchange of certificates and quality documents between manufacturers, distributors and their customers. ## Data does not cross borders freely Miami's banks in Brickell and the freight forwarders around Doral serve clients across Latin America, and each country writes its own transfer rules. Brazil's LGPD allows data abroad only through approved mechanisms, such as the standard contractual clauses its regulator published in 2024, and Colombia keeps its own list of adequate countries. Florida's Information Protection Act then wants affected people told of a breach within 30 days. ## Questions ### Can the platform handle data residency across countries? Yes, and it is a grant question rather than a deployment question. Access resolves per tenant and per actor at the point of the read, so a rule that differs by jurisdiction is data the platform enforces rather than configuration somebody has to remember to update. ### Do you have an office in Miami? The office is in Gilbert, Arizona, with teams in Amsterdam, Dnipro and Hyderabad. Delivery is remote or hybrid, and we travel for discovery, workshops and the opening weeks of a build. ## What ai consulting and development covers ### Agents that hold state A task that runs for three days, calls six systems and waits twice on a person cannot live in a request handler. We build agents on a durable runtime, so a deploy in the middle of a run does not lose the run, and a retry does not send the same email twice. ### Retrieval that cites what it used An answer nobody can trace is an answer nobody can defend. Retrieval is built so every response carries the documents behind it. ### Evaluation, before and after Without a score, every prompt change is a matter of opinion. We put deterministic scorers and model-based judges in front of the thing so a change ships with a number attached rather than with a feeling. ### Human approval where it belongs Some actions should stop and wait for a person. That gate is part of the system rather than a policy document, so an agent that wants to issue a refund pauses, the approval is recorded, and the run picks up where it left off. ### Cost you can see Model spend, retrieval infrastructure and the review time a system still needs are the numbers that decide whether it stays live after the first quarter. They get instrumented at build time, not discovered on an invoice. ### Governed data access An agent reads through the same grants a person would. On Databricks that is Unity Catalog, so a model that tries to reach a table it has no grant for fails the way any principal fails, rather than because the prompt asked it nicely. ## Working with us from Arizona Arizona does not observe daylight saving, so we are two hours behind you from November to March and three hours behind from March to November. That leaves most of your afternoon overlapping our morning, which is usually enough. Most delivery is remote or hybrid. We travel for discovery, workshops and the opening weeks of a build.