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Selected work

Things we built that are still running.

Platforms and AI systems across healthcare, legal, fintech and edtech — most of which we still maintain.

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01AI systems

Production systems, broken down.

Described by sector rather than client name. The architecture is the part that matters.

Legal / contract intelligence

Contract intelligence pipeline

Pulls contract PDFs from Drive and bulk uploads, unpacks nested archives and attachments, then walks each document through a chain of explicit LLM stages — citation extraction, deal typing, vendor identification, overlap and amendment detection, redaction checks.

  1. extracting text
  2. citation
  3. deal type
  4. vendor
  5. deal data
Full breakdown

Executive coaching

Retrieval-backed coaching assistant

A Slack-native assistant that answers from a curated coaching corpus rather than from whatever the base model remembers — vector search over embedded source material, with scheduled nudges pushed to users on a cadence.

  1. sync corpus
  2. embed
  3. vector search
  4. compose context
  5. generate
Full breakdown

Sales enablement

Voice roleplay trainer

Reps practise live sales calls against an AI counterpart: speech in, transcription, a scenario-conditioned model turn, synthesised speech back — a full conversational loop that has to feel like a phone call, not a chatbot.

  1. capture audio
  2. transcribe
  3. scenario context
  4. model turn
  5. synthesise voice
Full breakdown

Marketing technology

AI marketing console

Streaming AI chat that plans campaigns, generates creative, and reads live performance data back out of an ad platform — with two billing providers behind it and a typed service boundary in front of the ad API.

  1. brief
  2. stream plan
  3. generate creative
  4. publish campaign
  5. read metrics
Full breakdown

Academic research

Credit-metered research summariser

Uploads research papers, summarises them, and bills by word count — one-time credit packs and subscriptions running against the same metered balance.

  1. upload
  2. parse PDF
  3. meter credits
  4. summarise
  5. deduct balance
Full breakdown

Assessment / edtech

Exam proctoring vision service

A computer-vision microservice that watches exam video for face presence and anomalies, called synchronously by the Rails assessment platform that owns the exam session.

  1. video frame
  2. face detection
  3. anomaly scoring
  4. flag session
Full breakdown

02Products

Platforms, portals and marketplaces.

Healthcare, edtech, fintech, legal, fitness and e-commerce — built end to end.

Clever

Clever

BlueStreak help students achieve mastery in math fluency. They are a digital learning platform designed and provento help students master and improve test scores in fundamental math skills and achieve overall academic success.

railshtmlcssjs
WeGuide

WeGuide

Regulatory approved platform for clinical and research teams. WeGuide streamlines patient data collection, automates study management, and accelerates research outcomes with secure, flexible digital health solutions.

railshtmlcssjs
Telesesh

Telesesh

online speech and occupational therapy services make expert care accessible, convenient, and effective—helping kids build confidence and communication skills from the comfort of home

reacthtmltailwindjs
Curve

Curve

Australia's most experienced digital health technology partner

railshtmlreactjs
Butler

Butler

A recruitment and e-commerce web/mobile app allowing the admin user to create the products and services details. Admin can also handle the vendors for the services and products. Client users visit the app and can order the products/services as per their need.

railshtmlcssjs
WeTime

WeTime

Your Ultimate Training Companion - Customizable timers for every workout, in-depth workout analysis, secure video submissions, real-time data integration with Concept2 and HR monitors for peak performance

railshtmlcssjsaws
Yoga Team

Yoga Team

Yoga Team is intended to create targeted yoga classes for each client, offering an approach which is both convenient and complimentary to your lifestyle, body and wellbeing.

angularhtmlcssjsaws
Tæl Skridt

Tæl Skridt

Yoga Team is intended to create targeted yoga classes for each client, offering an approach which is both convenient and complimentary to your lifestyle, body and wellbeing.

railshtmljsredis
Boardable

Boardable

Boardable provides a platform to bring boards together — wherever they are — so they can prepare, engage, and take action on what matters most.

railspostgresjstrix
Plan Hero

Plan Hero

We make group organizing easy for mere mortals. Create online signups for volunteer activities, school activities, faith groups, corporate outreach, and appointments. Manage sports teams and service clubs without the headaches. Reminders are sent automatically…say goodbye to those annoying reply-all emails and texts.

railspostgresjstrix
QABA Board

QABA Board

The Qualified Applied Behavior Analysis Credentialing Board (QABA®) is an internationally-accredited credentialing agency dedicated to ensuring the highest standard of care among professionals providing applied behavioral analysis (ABA) services.

railspostgresjstrix
Journey Tracker

Journey Tracker

Journey Tracker is the platform built for learner-driven communities of every kind. Originally created for the rapidly growing network of Acton Academies worldwide, it equips learners to own their learning, strengthen peer accountability, and build thriving communities.

railspostgresjstrix
Plan Up

Plan Up

Your planner hits generate. A mathematical model calculates the schedule. Team members see their own shifts, request leave and swap with one click. Fully configurable to your rules.

railspostgresjstrix
Montessori Workspace

Montessori Workspace

With Montessori Workspace, managing student enrollment, keeping track of student progress, creating lesson plans, customizing curriculums, communicating with parents—everything is incredibly easy to understand and update.

railspostgresjstrix
GamePLans

GamePLans

Visual property roadmaps that turn confused buyers into confident investors.

railspostgresjstrix
SnapRent

SnapRent

SnapRent aims to drastically reduce upfront move-in costs for renters.

railspostgresjstrix
Attn Hub

Attn Hub

Link your socials — YouTube, Instagram, TikTok, Facebook, LinkedIn, X — and Attnhub starts analyzing everything instantly. One place to view all your content. No more jumping between tabs.

railspostgresjstrix
SolarSpotter

SolarSpotter

Every empty roof is a missed opportunity. For you, for your neighbors, for the Netherlands. Take control. Know what your roof can do.

reacthtmltailwindjs
The Fast 800

The Fast 800

Dr Michael Mosley was a pioneer of intermittent fasting. In 2018, he co-founded The Fast 800 with Dr Clare Bailey Mosley to make scientifically-based weight loss and health strategies accessible to more people.

reacthtmltailwindjs
Legal Atoms

Legal Atoms

Friendly online guided interviews to get 100% accurate paperwork for your local court. You can download the final PDF for free. Filing may have fees depending on the court.

reacthtmltailwindjs
Q Audio

Q Audio

Begun in the early-1970s as a buyer/seller of used hifi components Q Audio operated as a mail-order business through the classified ads section in the back of Audio Magazine.

reacthtmltailwindjs

03Start here

Tell us what you are building. We will tell you what it takes.

Four short steps, then a real conversation with the engineer who would build it. No sales call, no discovery deck.

ContextScopeShapeYou
What sector are you in?
Where is the project today?

Rather just talk?

Grab 45 minutes. You will be on with an engineer, not a salesperson.

  • No NDA needed to have the first conversation
  • You keep the architecture note either way
  • We will tell you if we are the wrong fit