AI & RAG Systems
in Miami.
Your knowledge, answerable in plain English.
A private knowledge system that answers questions from your own documents, data, and processes, grounded, cited, and always current.
- timezone
- ET (UTC−5)
- coverage
- local + remote
- pilot
- 4 to 8 wks
- currency
- USD
What Miami businesses are up against.
Miami's boom in finance, real estate, and cross-border trade has produced a wave of fast-growing firms still running on lean teams. Bilingual operations, international clients, and LATAM-facing deal flow add layers of coordination overhead that compound quickly, documents in two languages, payments across borders, and follow-ups strung across time zones. That glue work quietly consumes the very people you hired to grow the business. Automation removes the repetitive coordination so a small Miami team can operate like a company several times its size.
We build for Miami's cross-border tempo: bilingual intake and messaging, workflows that handle US and LATAM counterparties, and systems that keep deals moving when clients and partners sit in different countries. A Brickell fund automating investor onboarding, a real-estate operation routing leads and documents, an import/export business reconciling orders across borders, each gets a system that speaks both markets and never drops a step in the handoff. Delivery is remote-first with full Eastern-time overlap and Spanish-language handling built in where it matters, so nothing gets lost in translation between your team, your clients, and your systems.
For Miami's finance, real-estate, and cross-border firms, ai & rag systems usually means making internal knowledge answerable from your own documents. Miami carries constant bilingual, cross-border coordination , exactly the kind of environment where that pays back fastest.
What staying manual actually costs.
- 01Hours per week a typical Miami team spends on ai & rag systems work that should run itself12 to 22Miami salary bands make this the most expensive place in the world to do work that should be automated.
- 02How long it takes to onboard a new Miami client or hire onto a manual ai & rag systems workflow1 to 2 wksDone by humans, in meetings, across timezones.
Here's the system that runs ai & rag systems for Miami teams.
- 01Connect sources
Documents, drives, wikis, ticketing systems, and databases are indexed into one searchable layer.
pending - 02Retrieve
Questions are matched against the right sources, the most relevant passages come back first, with citations.
pending - 03Answer
A grounded answer is composed from your sources, not invented, and each claim links to where it came from.
pending - 04Stay current
Sources re-index on a schedule, so the system reflects the latest version of your knowledge, not last year's.
pending
Both. Most of our Miami engagements run remote-first with full ET / CT / PT business-hours overlap. On-site sessions in Miami are available at kickoff and key milestones when they add value.
Full ET (UTC−5) business hours
Async-first, with live overlap. No 3am calls.
NDA available on request
Standard NDA before scoping call. Mutual if you'd prefer.
Local references
On request, once under NDA. Most USA pilots ship in 4 to 6 weeks.
AI & RAG Systems in other metros
AI & RAG Systems in Miami, ready to scope.
A 15-minute call. We come prepared with examples from comparable US teams, an outline scope, and a fixed price.
Response time
≤ 4 business hours
Coverage
USA · UK · EU
Team
10 engineers · 1 PM