NEW AI Modernization for small & mid-sized businesses →

Modernize
your business
with AI.

We help South Florida small and mid-sized businesses put AI to work inside the tools they already use — automating busywork, answering customers 24/7, and turning your documents into instant answers. Senior engineers, bilingual, based in Hollywood, FL.

Engineering delivered for Spirit Airlines, Norwegian Cruise Line, Pan-American Life English & Español

Engineering delivered for enterprise organizations

Spirit Airlines Norwegian Cruise Line Pan-American Life Insurance Group

Delivered under contract through enterprise staffing and consulting partners.

● Live deploy
rag/pipeline.ts
// answer with cited sources, eval logged
export async function answer(q: string) {
  const ctx = await retrieve(q, {
    k: 8,
    rerank: "cross-encoder",
    filter: { hipaa: true }
  });
  return await generate({
    model: "claude-haiku-5-5",
    context: ctx,
    cite: true
  });
}
AI modernization

Production-ready AI, not demos.

Practical AI built on your own data and connected to the systems you already run. Evaluated, observable, and sized for a small or mid-sized business — not a demo that falls apart in production.

  • ✓ AI assistants that answer from your own documents — with sources
  • ✓ Automate repetitive work: invoices, emails, intake forms, reports
  • ✓ Connected to the tools you already use — CRM, accounting, email, WhatsApp
  • ✓ The right model for the job, with predictable monthly costs agreed up front
Custom software

Applications built for your exact processes.

We start with how your team actually works — not how a vendor's template assumes you do. Every line of code maps to a real workflow your team already knows.

  • ✓ Senior engineers from kickoff through launch — no subcontracting
  • ✓ Modern stacks (React, Node, Python) with full test coverage
  • ✓ Weekly demos and shipped milestones, not waterfall slides
  • ✓ Ownership transfer at handoff — code, docs, infrastructure
⌘

Patient intake

FHIR R4 ingestion, HIPAA-compliant audit trail

StatusLive · v2.14
↗

Provider dashboard

Real-time queue, SLA tracking, shift handoffs

P95 latency142ms
System integration

Connect everything, quietly.

Stitch your stack together with event-driven integrations that just work. ETL, webhooks, message buses — engineered to fail gracefully and recover automatically.

  • ✓ Idempotent event handlers with retry & dead-letter handling
  • ✓ Observable from the first commit — logs, traces, dashboards
  • ✓ Zero-downtime cutovers, with reversibility plans
  • ✓ Documented contracts so the next team isn't guessing

Live event bus

Streaming · 1.2M / day
YK
Hub
/api
SQL
RAG
CRM
Selected work

Real systems.
Real outcomes.

Airline · High-traffic e-commerce

spirit.com, re-architected to load nearly twice as fast.

A front-end rebuild for Spirit Airlines that cut page load time by 45% and more than halved the JavaScript bundle shipped to every visitor.

45%
Faster loads
50%+
Smaller bundle
Edge · Peak traffic

Lead capture at Super Bowl scale

Akamai edge in front of AWS API Gateway and DynamoDB, sized for a national broadcast spike.

0
Leads lost
How we work

Senior engineers, delivered under contract

Enterprise work delivered through staffing and consulting partners — the same rigor, scaled to your team.

Talk to us →
45%
Faster page loads

spirit.com front-end re-architecture.

50%+
Smaller bundle

JavaScript payload cut on the same release.

0
Lead loss at peak

Super Bowl traffic — Akamai edge, API Gateway, DynamoDB.

EN·ES
Bilingual

Based in Hollywood, FL. Serving South Florida in English and Spanish.

Track record

Engineering delivered for enterprise organizations.

Spirit Airlines · Norwegian Cruise Line · Pan-American Life Insurance Group

Delivered under contract through enterprise staffing and consulting partners.

45% faster page loads

50%+ smaller bundle — spirit.com front-end re-architecture.

Zero lead loss

At Super Bowl traffic scale — Akamai edge + AWS API Gateway + DynamoDB.

Let's build something
that earns its keep.

Free consultation with senior engineers. We'll look at how your business runs today, show you where AI pays off, and propose a plan within one business day.

No boilerplate decks. No sales scripts. The person who reads your inquiry is the person who responds.