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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.

We work with teams handling sensitive data, regulatory oversight, and real operational risk. If your AI system needs to survive audits, legal review, and production traffic — you're in the right place.

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.