JAB · Est. 2025 · Full-Stack AI

We build intelligent things.
We build the whole stack—including the rear end.

From single-purpose AI tools to full enterprise platforms. Strategy, implementation, and what comes after go-live — one team, one thread.

Let's Talk See What We Do
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Manifesto
We're AI addicts — and we've turned our obsession into precision. We pair human instinct with machine intelligence to ship real products, not pitch decks. Small automations. Massive platforms. Everything in between.

Services

01

AI Tools & Micro-Apps

Focused utilities that solve one problem brilliantly. Custom GPT wrappers, smart automations, Slack bots, browser extensions, and single-purpose AI agents that save hours daily.

Chatbots Automations Browser Tools API Wrappers
Example Projects
AI email triage bot for a 200-person sales team
Chrome extension that auto-summarizes competitor pricing pages
02

Full-Stack Applications

End-to-end AI-powered web and mobile applications. From database architecture to pixel-perfect interfaces, we build complete products with intelligence baked into every layer.

React / Next.js Python Node.js Mobile
Example Projects
AI-powered property valuation platform for a real estate startup
Patient intake app with smart form-filling for a telehealth provider
03

Frontend & Design Systems

Interfaces that don't look like they were made by an AI. Brand-driven design systems, component libraries, dashboards, and interactive experiences built to your exact spec.

UI/UX Design Systems Dashboards Data Viz
Example Projects
Real-time analytics dashboard for a logistics company's fleet ops
Component library and design system for a fintech rebrand
04

Backend & Infrastructure

The invisible engine room. APIs, data pipelines, model hosting, vector databases, authentication, and the plumbing that makes AI applications reliable at scale.

APIs Databases MLOps Cloud
Example Projects
Vector search pipeline processing 2M legal documents nightly
Multi-tenant API gateway with usage-based billing for a SaaS platform
05

Enterprise AI Integration

Connecting AI to your existing systems. We embed intelligence into your workflows — CRM, ERP, data warehouses, legacy systems — without ripping and replacing what works.

Integration Workflow AI RAG Systems Migration
Example Projects
AI copilot embedded into a legacy Salesforce + SAP workflow
RAG knowledge base over 15 years of internal engineering docs
06

AI Strategy & Consulting

Not sure where to start? We audit your operations, identify high-impact AI opportunities, build proof-of-concepts, and create the roadmap from prototype to production.

Audit Roadmapping POC Training
Example Projects
AI readiness audit and 12-month roadmap for a mid-market retailer
Two-week POC that proved 40% faster claims processing for an insurer

Healthcare Analytics Platform

A regional IPA/MSO was flying blind on financials.

Their capitation revenue, claims data, and provider performance metrics lived in disconnected spreadsheets and legacy SQL databases. Finance teams spent 40+ hours per month manually assembling reports. By the time leadership saw the numbers, they were already stale. They needed a single platform that could ingest data from anywhere — SQL queries, Excel uploads, CSV dumps — and produce real-time dashboards their whole organization could trust.

Industry
Healthcare IPA/MSO
Engagement
Full-Stack Build
Timeline
Phase 1: 8 Weeks
Compliance
HIPAA-Ready

Auto-Report Engine

Upload a SQL query or Excel file and get a dashboard — no configuration required. The system detects schemas, infers data types, and recommends visualizations automatically.

  • SQL query execution with sanitization
  • Excel/CSV auto-parsing (100k+ rows)
  • AI-suggested chart types
  • Export to PNG, PDF, CSV
📊

Financial KPI Dashboard

Purpose-built for IPA/MSO economics. Capitation revenue, claims incurred, MLR tracking, net profitability, and provider-level drill-downs — all in one view with automated deviation alerts.

  • PMPM capitation by plan
  • Medical Loss Ratio with 5% alert threshold
  • Provider cost-per-episode rankings
  • Risk score trend analysis
🔒

HIPAA-Ready Architecture

Zero PII in the frontend. TLS-only data transmission. Role-based access with field-level masking. Full audit trails for every data access event. Built for compliance from day one, not bolted on after.

  • No localStorage PII storage
  • Role-based visibility (admin, analyst, provider)
  • Audit logging on all data access
  • Enterprise SSO ready (Azure AD, Okta)
🏗️

Enterprise-Grade Stack

Every dependency audited, sourced, and documented. React 18, TypeScript strict mode, shadcn/ui components, Recharts for accessible visualization. Zero high-severity CVEs. WCAG 2.1 AA throughout.

  • All modules traceable to npmjs.com
  • TypeScript strict — no "any" types
  • WCAG 2.1 AA compliant charts
  • Lighthouse 90+ performance target
<2s
Page Load
100k+
Rows Parsed
In-Browser
0
High/Critical
CVEs
40+
Hours/Month
Saved
AA
WCAG
Compliance
Read the Full Technical Approach →
Vol. 1 · No. 1 · First Edition · Est. 2025

AI Anonymous

For those who can't stop. Won't stop. Shouldn't stop.

The inaugural confession — how a healthcare data person went from nervous beginner to shipping real products with AI, why the dopamine loop is real, and the one thing worth remembering when the clock runs out.

Read the full piece
AA · Inaugural issue · ~5 min read

Every Scale

Hours
Quick Tools
Single-purpose scripts, bots, and automations. Fast to ship, immediate ROI.
Days — Weeks
Smart Apps
Focused applications with AI at their core. Custom interfaces, hosted and ready.
Weeks — Months
Full Platforms
Multi-feature products with auth, data, integrations, and AI woven throughout.
Ongoing
Enterprise
Organization-wide AI transformation. Strategy, build, deploy, iterate, scale.

The Process

01

Listen

We start by understanding your problem — not your tech stack wish list. What's the pain? What does success look like? We shut up and pay attention.

02

Prototype

Working software in days, not months. We build fast, ugly-but-functional prototypes that prove the concept before anyone writes a spec doc.

03

Build

With the concept proven, we engineer it properly. Clean architecture, tested code, thoughtful design. The kind of thing you're proud to put your name on.

04

Ship & Evolve

Launch is just the beginning. We deploy, monitor, gather feedback, and iterate. AI systems get smarter over time — so do we.

And Yes, the Rear End

We'll Handle That Too.

Monitoring. Maintenance. The unglamorous stuff that keeps everything running after the launch confetti settles. Logging, alerting, backups, performance tuning — the rear end of every project is where reliability lives. We don't ghost after go-live.

Ready to Build Something?

Tell us about your project. The more detail, the faster we move.

No pitch decks. Real conversations only.