AI + SOFTWARE ENGINEERING STUDIO

Three founders.
Ten delivered products.
Depth before scale.

Fourtix builds production AI and SaaS for healthcare, commerce, and AI-native businesses across three continents. No off-shore-codeshop dynamics. No bench engineers. Just the team that ships.

See our work
<3 min
per appeal · Claimlyt

Ten delivered products across three continents

Delivered for teams in Ireland, the United States, and Australia.

Outcomes, not adjectives

30–45m → <3m
appeal generation time
Claimlyt
10,000+
profiles processed per campaign
Overdrive
6 → 1
tools replaced in the clinic workflow
OSO / IrisMed
3
continents delivered across
IE · US · AU

Applied AI

AI that does measurable work — not demos.

Production AI is the differentiator that turns CRUD systems into advanced products. Here's the toolkit we ship with.

Grounded, gated, and observable

Every AI system we build has strict RAG grounding, human-in-the-loop review gates on high-stakes output, and full audit trails — defensible against the hallucination liability killing ungrounded deployments.

Retrieve
Ground
Generate
Critique
Approve

Autonomous agents

LangGraph multi-agent pipelines that plan, act, and self-check.

RAG & retrieval

Grounded over your documents, with strict hallucination thresholds.

Voice agents

Twilio + Whisper + LLM for booking, intake, and triage.

Document intelligence

Hybrid OCR + LLM — invoices, contracts, forms at scale.

Evals & guardrails

Groundedness checks and evals wired into CI, not bolted on after.

How we work

Discovery to production, in tight loops.

01

Discovery

We map the problem, the constraints, and the fastest path to production.

02

Design

Architecture, data model, and the interface — decided before code.

03

Build

Tight weekly loops. You see working software, not status decks.

04

Ship

Production deploy with monitoring, evals, and human-in-the-loop gates.

05

Support

We maintain, monitor, and retrain — systems that last five years out.

“They didn’t hand us a prototype and disappear. Fourtix shipped a system our billing team uses every day — and the appeals actually get paid.”

Revenue Cycle Lead

US healthcare provider · Claimlyt

Let's build something that ships.

You'll talk to a founder, not a sales rep. Tell us what you're building and we'll tell you how we'd ship it.

See our work