Real Projects, Real Results

What We've
Built

We don't just talk about AI — we build it. Here are three real projects that show how we think, what we build, and why it works.

3 AI Apps Built
1,791 Automated Tests
4 Banks Integrated
< 60s Bug Fix Time
Internal Tool

An AI That Fixes Its Own Bugs

The Problem

Customer support for software products means context-switching between tickets, codebases, and deployment pipelines. Every bug report requires reading the ticket, finding the relevant code, writing a fix, creating a PR, and deploying. For a solo founder, that's hours of interrupted deep work per week.

What We Built

An end-to-end AI support system that automatically triages incoming messages, diagnoses bugs by reading the actual codebase, generates code fixes, and deploys them — all with a human approval gate.

Key Features
Intelligent Triage
Classifies bugs, features, and questions with confidence scoring
Auto-Diagnosis
Reads GitHub repos to find root cause in minutes, not hours
Code Fix Generation
Produces deployable fixes with diff preview for human review
One-Click Deploy
Creates branch, opens PR, merges, and monitors deployment
Feature Quoting
Automatically estimates hours and cost for feature requests
8KB Chat Widget
Zero-dependency embeddable widget for any website
FastAPI Next.js Supabase Claude API GitHub API
Result
Support tickets that took 30-60 minutes now resolve in under 60 seconds with one approval click.
Dashboard screenshot coming soon
SaaS Product

A $39 App That Replaces $199 Tools

Stocky app screenshot coming soon
The Problem

Shopify's native inventory tools don't support purchase orders, cost tracking, bill of materials, or multi-supplier management. Existing apps like Craftybase charge $199/month for auto-deduction — locking out small makers and retailers.

What We Built

A full-featured Shopify embedded app with purchase order management, real-time inventory sync, 14 financial reports, and automatic material deduction when orders come in — at a quarter of the competitor's price.

Key Features
Purchase Orders
Full PO lifecycle from draft to received, with supplier management
Bill of Materials
Multi-level recipes with waste factors and batch tracking
14 Report Types
ABC analysis, COGS, profit margin, stock velocity, and more
Auto-Deduction
Raw materials automatically deducted on customer orders
1,791 Tests
Comprehensive test suite ensuring reliability at scale
7 Forecasting Modes
From simple averages to year-over-year comparison
Remix Prisma PostgreSQL Shopify Polaris BullMQ Claude AI
Result
Same capabilities as $199/month competitors, delivered at $39/month with real-time webhook sync instead of error-prone batch processing.
FinTech Tool

Deterministic AI That Lawyers Trust

The Problem

When you need to prove payment history — for divorce settlements, ATO audits, or legal disputes — ChatGPT gives different answers every time. Manual Excel totalling is error-prone. Banks don't provide audit-ready summaries.

What We Built

A deterministic financial reconstruction tool that parses bank statements from Australia's big 4 banks, finds matching transactions using fuzzy matching, and produces defensible PDF reports — with every inclusion explicitly confirmed by the user.

Key Features
4 Bank Parsers
CBA, Westpac, ANZ, NAB — PDF and CSV formats
Fuzzy Matching
Handles name variations, PayID, BSB detection
Human-Confirmed
No automated decisions — users approve every inclusion
Audit Trail
Full methodology disclosure in every exported report
Pay-Per-Use
$5 per calendar year — no subscriptions
WCAG 2.1 AA
Fully accessible with keyboard shortcuts and screen reader support
FastAPI React PostgreSQL Stripe Claude AI ReportLab
Result
Deterministic outputs that produce the same result every time — defensible enough for court, accurate enough for the ATO.
TotalPaid interface screenshot coming soon

What These Projects Have in Common

Real Problems

Every project started with a specific pain point, not a technology demo. We build what businesses actually need.

Production Quality

These aren't prototypes. They're live systems handling real data with real users, backed by automated testing and monitoring.

AI Where It Matters

AI isn't sprinkled on as a gimmick. Each project uses AI precisely where it adds value — and traditional code everywhere else.

Your turn

Got a problem that
needs solving?

Every project starts with a conversation. Book a free 30-minute audit and we'll identify where AI could have the biggest impact on your business.