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We build AI that holds up.

Custom AI systems and software for healthcare, legal, and compliance-driven teams — designed to be auditable, secure, and ready for production.

Who we serve

Healthcare, legal, and compliance-driven organizations

We partner with teams that operate under regulatory oversight and handle sensitive data. If your systems need to be auditable, secure, and production-ready — we designed our practice around exactly that.

What we do

We design AI systems — not sell AI tools

Everything is designed to ship, scale, and withstand scrutiny.

  • Retrieval-first AI (RAG) architecture
  • Secure, cloud-native data pipelines
  • Model guardrails and hallucination mitigation
  • Compliance-aware system design (HIPAA, SOC 2 patterns)

Our process

How we work

A structured approach that respects your constraints and delivers incrementally.

01

Discover

Clarify goals, constraints, compliance requirements, and system architecture.

02

Foundations

Establish secure environments, access controls, and CI/CD pipelines.

03

Build

Iterative delivery of vertical slices — front-end, back-end, and automation working together.

04

Secure & harden

Implement access controls, logging, monitoring, and compliance guardrails.

05

Launch & evolve

Guide your rollout and adoption, and continuously improve based on real-world use.

Why Tampa Dynamics

Built for regulated data from day one

  • Architecture-first, not demo-first
  • Designed for audits, not pitch decks
  • Cloud-native on AWS and Azure
  • If you need something flashy, we're not a fit. If you need something defensible, we probably are.

Ready to talk architecture?

Most teams start with a short, focused review. No pitch deck. No pressure.

Architecture Review