AI ERP with agents inside the systems you run
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LLM.coPrivate, self-hosted LLM deployments
Legal AI infrastructure for firms
AI RFP discovery and response drafting
Automatic.coBusiness process automation
CyberAttack.aiThreat detection and defense
Secure AI virtual data roomsCustom software for Jacksonville — built the AI-native way.
We pair senior engineers with an AI-accelerated delivery model to design, build, and ship custom software far faster than a traditional shop — without the fragile, unreviewed code that gives AI a bad name.
AI changed the economics of custom software. We rebuilt our process around it.
Jacksonville anchors the largest city in Florida by area — home to a deep financial-services and fintech market (anchored by Fidelity National, Black Knight, and the broader Riverside-to-Southside corridor), the Mayport Naval Station, JAXPORT, and a growing healthcare and B2B SaaS scene. Senior hires are six figures, months out, and picked over by Fortune-500 employers, defense contractors, and the venture-backed challengers around them. AI changes the math, but only when senior people own the parts AI gets wrong.
AI is genuinely good at the repetitive 70% of software work: scaffolding, boilerplate, CRUD, first-draft UI, test stubs, glue code. It is dangerously unreliable at the other 30%: architecture, security, edge cases, and knowing when its own output is wrong. Teams that ship raw AI code learn this in production.
We build for Jacksonville operators — fintech and payments platforms scaling toward compliance, port-logistics and freight tools, defense and naval software shipping into program milestones, provider-side healthcare tools, B2B SaaS shipping into mid-market buyers, and modernization of decades-old enterprise stacks. Our model: AI handles scaffolding and the repetitive 70%; a senior engineer owns architecture, security review, and signs off on every change.
AI writes the first draft. A senior engineer signs off.
Every change runs through review for security, tests, and architecture before it ships — that review is the product.
const draft = await ai.generate(spec) // minutes, not daysreview(draft, { security: true, tests: true, architecture: true })// ✗ rejected: PAN logged in plaintext on an error path → tokenized + scrubbed + log-content test// ✓ merged: audit-logged authentication event with correlation id, idempotency key on payment webhookOn a Jacksonville fintech, defense, or logistics build, the failure modes are cardholder data in logs, logging gaps against control catalogs, and non-idempotent payment webhooks. Senior review catches them before a QSA, 3PAO, or month-end run does.
What we build for Jacksonville companies.
Fintech & payments platforms
Customer-facing apps, ledgers, and risk pipelines for regulated, data-heavy products.
Supply-chain & ops platforms
Routing, dispatch, inventory, and visibility tools that replace clipboards and spreadsheets.
Defense & national-security software
Mission tools and analytics built for the security, classification, and integration standards your contracts require.
Healthcare & HIPAA-ready apps
Patient-facing portals, clinician tools, and care-coordination platforms built to HIPAA from day one.
SaaS platforms
Multi-tenant products with auth, billing, and dashboards — MVP to scale.
AI applications
Copilots, RAG, search, and agents grounded in your data, with guardrails and evals.
A senior team that moves at AI speed.
You work with senior engineers who own architecture and quality — not a junior pool with raw AI output bolted on. We communicate in Eastern Time and integrate with your tools and cadence.
Jacksonville's senior engineering pool is concentrated around financial-services employers, naval and defense contractors, healthcare networks, and a growing venture-backed bench — three-to-six months to hire and quietly poached by Atlanta and remote coastal roles. An AI-native team gets you shipping this week, flexes monthly, and doesn't need a downtown office.
Talk to an engineerTraditional Jacksonville dev shop vs. AI-native.
| Traditional Agency | DEV.co (AI-native) | |
|---|---|---|
| Time to working software | Months | Days to weeks |
| Cost | Full senior rates, all hours | Lower — AI removes the rote work |
| Code quality | Good (if senior) | Same bar — every change reviewed |
| AI risk | — | Contained by senior review + tests |
| You own the code | Usually | Always — full repo on day one |
| Scales with you | Slow to staff up | Flex up or down monthly |
Common questions from Jacksonville teams.
Do you work with Jacksonville companies?
Do you build for PCI-scoped fintech, FedRAMP, or DoD environments?
Is AI-built software production-ready?
Will we own the code?
How fast can we start?
Can you work with our existing team?
More from DEV.co
Jacksonville teams usually need more than one kind of build. These are the practices behind the work above.
Let's build it — Jacksonville.
Tell us what you're trying to ship. We'll give you an honest recommendation, a timeline, and a fixed quote — and tell you if AI-native is the right fit or not.