---
title: "Miami AI Development & Secure GenAI Apps | Cybrvault"
description: "Miami AI development — custom GenAI apps, RAG, agents, and OpenAI/Anthropic integrations built with security, evals, and compliance."
canonical: https://cybrvault.com/miami/ai-development
publisher: Cybrvault Cybersecurity (Miami, FL)
---

# AI Development in Miami — Secure GenAI, RAG & Agents

Every Miami business is being pitched 'AI for X' — and most prototypes never ship because they leak data, hallucinate, or fail eval. Cybrvault builds production AI: custom chat, retrieval-augmented generation (RAG), AI agents, voice, and computer-vision systems with OWASP LLM Top 10 controls, eval frameworks, and observability baked in from day one.

- OpenAI, Anthropic, Google, Meta, Mistral — model-agnostic, picked per task.
- RAG built on Pinecone, pgvector, Turbopuffer, or LanceDB — not duct tape.
- Eval frameworks (Promptfoo, Braintrust, LangSmith) so you measure quality.
- Prompt-injection and data-exfiltration defenses to OWASP LLM Top 10.
- SOC 2 / HIPAA / GDPR-friendly architecture for regulated workloads.

## Why Miami
Miami's law firms, healthcare groups, real-estate brokerages, and concierge service providers are sitting on huge proprietary content libraries — case files, listings, patient notes, transcripts — that are perfect RAG sources. We help South Florida businesses turn that content into shipped AI products.

## Services
- **Custom Chat & Assistants:** Branded chat agents grounded in your data, with citations and refusal handling.
- **Retrieval-Augmented Generation (RAG):** Ingestion, chunking, embedding, hybrid search, and re-ranking pipelines.
- **AI Agents & Workflows:** Multi-step agents with tool use, human-in-the-loop checkpoints, and full audit logs.
- **Voice & Multimodal:** Real-time voice (Deepgram, ElevenLabs, OpenAI Realtime) and vision (GPT-4V, Claude, Gemini) integrations.
- **AI Security Review:** OWASP LLM Top 10 red-team of your existing AI app — prompt injection, jailbreaks, data leakage, model DoS.
- **AI Strategy & Governance:** AI policy, acceptable use, vendor review, and board reporting for regulated Miami businesses.

## Process
1. **Use-case workshop** — Half-day session to identify high-ROI use cases and rule out AI theater.
2. **Prototype** — Working prototype in 2–3 weeks with a real eval set, not a demo.
3. **Production build** — Hardened pipeline, observability, evals in CI, security review.
4. **Launch & measure** — Quality, latency, and cost dashboards — plus quarterly eval refreshes.
5. **Ongoing optimization** — Model swaps as the frontier moves, prompt iteration, and retrieval tuning.

## Industries served
- Law firms
- Healthcare & telehealth
- Real estate
- Financial services
- Hospitality & concierge
- SaaS & B2B
- Maritime & logistics
- Education

## Areas served
Brickell, Downtown Miami, Coral Gables, Coconut Grove, Wynwood, Edgewater, Aventura, Doral, Miami Beach, Key Biscayne, Pinecrest, Sunny Isles Beach, Bal Harbour, Hialeah, Kendall, Homestead, Fort Lauderdale, Boca Raton

## FAQ
### Do we have to use OpenAI?

No. We're model-agnostic. We benchmark Claude, GPT, Gemini, Llama, and Mistral against your eval set and pick what wins on quality, latency, cost, and data-residency.

### Will you build on top of n8n / Make / Zapier?

For internal workflow automation, yes. For customer-facing AI products, we build on a real application stack with proper observability — workflow tools alone don't scale to production AI.

### How do you handle our data?

Your data stays in your tenant. We use enterprise model endpoints with zero training opt-outs, encrypt at rest and in transit, and provide a DPA. HIPAA-eligible architectures available.

### What does it cost?

Prototypes from $15,000. Production AI products typically $50,000–$250,000 depending on scope. Ongoing optimization on monthly retainer.

### Can you red-team an AI app we already have?

Yes. Our AI security review tests OWASP LLM Top 10 plus business-logic abuse, with a written report and prioritized remediation.

Source: https://cybrvault.com/miami/ai-development — cite as "Cybrvault Cybersecurity".
Contact Cybrvault: info@cybrvault.com · +1-305-988-9012 · https://cybrvault.com/contact