Florida AI solution architecture
We map where AI fits in your product, choose models and providers, and write down the design before anything gets built, including cost, latency and failure handling.
AI solutions, architected to hold up in production
Florida Geeks is a computer consulting group. We design and build systems that put AI to work: model and agent integration, the data and cloud infrastructure underneath, and the security, testing and monitoring that keep it running.
What we do
A model is the easy part. The work is everything around it: where the data comes from, who pays for the tokens, what happens when the provider is slow, and how you know it is still working next month.
LLM and agent integration
Assistants, content generation, structured extraction and tool-using agents, wired into your existing services behind clean interfaces so the provider can change later.
Data and configuration design
Systems driven by data and configuration rather than hard-coded logic, so AI-generated content can be checked, reviewed and published safely.
Cloud infrastructure
Linux servers, PostgreSQL, nginx and TLS on lean cloud footprints, set up so a small team can run them without a dedicated operations department.
Security hardening
Authentication, rate limiting, encrypted and verified database connections, header hardening and external surface reviews before you go live.
Load testing and monitoring
Realistic traffic simulations to find your real capacity, then health checks and watchdogs that email you before your users notice a problem.
How we work
Every engagement follows the same arc, scaled to the size of the problem.
- Discover
We learn the problem, your users and the systems you already run. - Architect
A written design: components, data flow, model choices, costs and risks. - Build
Working software in small, tested steps, with an automated test suite from day one. - Harden and hand off
Security review, load testing, monitoring and documentation your team can keep.
Current project: QuestMPG
Our own platform, built end to end, and a working example of how we approach AI products.
QuestMPG.com
A multiplayer text-adventure network where people play classic and original adventures alone or in groups that share one world.
- AI Land Wizard. Authors draft whole adventures with AI using their own API key, or build them by hand, and every land passes an editorial review before it is published.
- AI-generated art. A configuration-driven pipeline produces illustrations for each room, with item icons kept separate.
- Faithful ports. Zork is ported from its original MDL source and Colossal Cave is playable in four versions, alongside original lands such as The Wonderful Land of Oz.
- Three clients, one server. Browser, Android and Facebook clients share a single JSON protocol over HTTPS.
- Production-grade operations. PostgreSQL on its own server with verified TLS, health monitoring with email alerts, and email verification and password reset for accounts.
1,000simulated players in one evening
100%requests succeeded
98 msmedian response time
Frequently asked questions
What does Florida Geeks do?
We design and build software systems that use AI, from the architecture on paper to a hardened, monitored service in production.
Do you only work with one AI provider?
No. We pick the model and provider that fit the job and keep the integration behind a clean interface, so you can change providers later.
Can you work with our existing systems?
Yes. Most AI work is integration: adding AI to the databases, services and clients you already run, without rewriting them.
How does an engagement start?
With a short conversation about the problem you want to solve. We follow up with a written architecture and plan before any build work begins.
Let's talk about your project
Tell us what you want AI to do for your business. We will reply with questions, not a sales pitch.
contact@floridageeks.com