Our Experience

Production Systems, Real Numbers

Client work shipped by our founder and the engineers in our network — as part of client teams and as lead engineers. Client names are withheld out of respect for confidentiality; the numbers are real.

Want more detail on any of these? Ask us and we'll walk you through it →

Built In-House

Our Own Products

Products we designed and built ourselves, end to end — from the first idea to working software.

  • Web tool · AI search visibility

    CiteCheck

    Shows whether your website gets cited when people ask AI assistants about what you sell.

    It asks an AI search engine the questions your buyers would ask, records which websites get cited, and checks whether AI crawlers can read your site. Then it compares your pages with the ones that won and gives you a ranked list of fixes. Run it again after changes to see what moved.

    • Python
    • FastAPI
    • LLMs
    • Web search APIs
    Try it live (opens in new tab)

  • Web app · Document AI

    Bill Reader

    Upload a bill as a PDF, photo, or Word file and get its details back as clean, structured data.

    It pulls out the vendor, invoice number and dates, line items, taxes (including GST splits), and totals, then checks the numbers add up. If anything looks wrong, a second AI model takes another pass before you review and correct the result. Works on desktop and phone, including straight from the camera.

    • Next.js
    • FastAPI
    • Supabase
    • OpenAI
    • Claude

  • Web tool · OCR

    Exam Answer Checker

    Scores a candidate's exam responses against the official answer key — even when the questions are shuffled.

    Upload the scanned answer key with hand-ticked answers and the candidate's response sheet. It reads the scan, matches every question across the two documents by its text, works out which option was ticked, and calculates the score. Anything it is unsure about is flagged for a person to review first.

    • Python
    • FastAPI
    • Tesseract OCR
    • OpenCV

Get in Touch

Let's See If We're a Fit.

Whether you have a fully scoped project or just an early idea, book a free 30-minute call. You'll talk to the founder, not a salesperson — and leave with honest advice even if we're not the right team.

Book a Free Discovery Call (opens in new tab)Send a Project Brief

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No commitment required. Happy to sign your NDA before the call. We reply to every brief within one business day.