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.
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.
AI Development services for South Florida
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.
From first call to ongoing defense
- Step 1
Use-case workshop
Half-day session to identify high-ROI use cases and rule out AI theater.
- Step 2
Prototype
Working prototype in 2–3 weeks with a real eval set, not a demo.
- Step 3
Production build
Hardened pipeline, observability, evals in CI, security review.
- Step 4
Launch & measure
Quality, latency, and cost dashboards — plus quarterly eval refreshes.
- Step 5
Ongoing optimization
Model swaps as the frontier moves, prompt iteration, and retrieval tuning.
Miami industries we protect
On-site across Miami-Dade, Broward & Palm Beach
Tap a neighborhood for a dedicated page covering local threats, response times, and on-site coverage.
Common questions about ai development in Miami
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.
Ready to lock down your Miami ai development?
Book a free 15-minute consultation with a senior Cybrvault engineer — no sales pitch, no obligation.