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Case Studies

Published project case studies.

Twelve case studies, each taken from its project write-up.

2011+

Enterprise delivery DNA informing AI programs

600+

Software engagements informing how we deliver AI

AI/ML

Agents · Vision · LLMOps

Owned

IP at handover

GuardRails AI case study
Agentic Systems & AI Safety

GuardRails AI

Enterprise-Grade AI Reliability & Safety Platform

Solving high operational risk, PII data leakage, and unmonitored LLM hallucination threats in enterprise generative AI deployments.

Python (AI Engine)React.js & Node.jsOpenAI / Anthropic / Gemini / Azure OpenAIAI Trust Layer™

100%

Enterprise Policy Enforcement

Real-Time

Hallucination & Threat Monitoring

Multi-LLM

Model & Provider Support

Cryptographic

Audit Logging & Lineage

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Heva case study
AI & Healthcare Tech

Heva

AI-Native Healthcare & Wellness Intelligence Platform

Solving confusing cross border choices, manual booking friction, and isolated health telemetry tracking in global medical tourism.

Python (AI/ML Models)React.js & Tailwind CSSNode.js BackendSecure Healthcare Infrastructure

100%

Verified Care Matching

Real-Time

Health Telemetry & Tracking

Automated

Appointment & Booking Care

Multi-Turn

Intelligent AI Assistant

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Kavia.ai case study
Enterprise AI Software Engineering

Kavia.ai

Enterprise Software Engineering Platform

Solving high architectural complexity, fragmented repository context, legacy refactoring risks, and manual development bottlenecks.

LLM OrchestrationEnterprise Knowledge GraphVS Code Extension & CLIGit/GitHub/GitLabPython/Node.jsPrivate Cloud

10x

Faster Spec-to-Code Iteration

100%

Codebase & Dependency Visibility

4,500+

Active Builders & Developers

Zero

Context Loss Across Teams

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Koradream case study
Sports Tech & Football Discovery

Koradream

Next-Gen Football & Player Discovery Platform

An interactive sports technology platform connecting aspiring football talent, scouts, academies, and fans through digital player profiles and performance tracking.

Sports Tech Mobile AppCloud Media CDNRESTful APIsScalable Database Infrastructure

100%

Digital Player Talent Profiles

Real-Time

Match Stats & Scouting Analytics

Direct

Scout & Academy Network

Seamless

Mobile & Web Video Showcase

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Leez case study
Real Estate & PropTech

Leez

Digitising Rental Experience Platform

Solving fragmented paper-based lease management, slow maintenance tracking, and lack of real-time operational visibility.

Mobile App DevelopmentWeb Development FrameworkRESTful APIsCloud Hosting & Secure Payment Gateways

100%

Digital Workflow Migration

Automated

Leases & Rent Payments

Unified

Stakeholder Portal Connectivity

Complete

Rental Lifecycle Oversight

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Nexaan APM case study
Industrial & Mining Tech

Nexaan APM

Asset Performance Management for Mining

Solving disconnected lifecycles, unstructured work order history noise, and duplicate/inconsistent engineering strategies across sites.

Python / Machine Learning EngineAWS Private CloudSAP PM & IBM Maximo IntegrationRAM & Fault Tree Analysis ModulesRCM Automation

250%

ROI Across Brownfield Ops

500%

ROI on Operational Readiness

70%

Reduction in Strategy Time

A$1.12M

Annual Cost/Risk Opportunity

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Oasis case study
Enterprise Cloud & Platform Engineering

Oasis

Next-Gen Enterprise Resource & Operations Platform

Solving siloed operational data, lack of resource visibility, and manual tracking bottlenecks across distributed enterprise teams.

Enterprise Frontend FrameworkNode.js / Python ServicesREST & GraphQL APIsCloud Database Infrastructure

100%

Centralized Operations

Real-Time

Analytics & Data Sync

Unified

Resource & Asset Tracking

End-to-End

Workflow Automation

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OncoLife case study
AI & Healthcare Tech

OncoLife

AI-Powered Oncology Care Management Platform

Solving fax processing overload, communication bottlenecks, and manual clinical documentation burdens in oncology care coordination.

FastAPIPostgreSQLCelery & RedisAmazon S3 & TextractSinch Fax APIAI Documentation

Automated

Medical Fax & Ingestion

AI-Powered

Textract Document OCR

Day 0

Chemo Timeline Anchoring

Centralized

Doctor & Patient Portals

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Owl Ring case study
Health Tech & Wearable Apps

Owl Ring

Smart Wearable Health & Sleep Tracking Companion App

Solving continuous Bluetooth Low Energy (BLE) connectivity drops, high battery consumption, and complex raw vital data visualization.

Mobile App Framework (iOS/Android)Bluetooth Low Energy (BLE)Python / Node.jsEncrypted Telemetry Storage

Real-Time

Bluetooth Sync & Telemetry

24/7

Biometric & Heart Rate Monitoring

Precision

Sleep Phase Architecture Analysis

Actionable

Personalized Health Scoring

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Petshack.au case study
Pet Supplies & E-Commerce Comparison

Petshack.au

Australia's Pet Product Price Comparison Platform

Solving user fatigue from endless site-hopping, lack of unified price transparency, and missed savings on recurring pet care expenses.

Python Web ScraperElasticSearch / AlgoliaNode.js / ExpressModern FrontendCloud DBAutomated Schedulers

40+

Aussie Retailers Aggregated

100%

Free Platform Access

1,000s

Pet Products Compared

Zero

Hidden Fees or Friction

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Pythia Scorecard case study
Fintech & Predictive Analytics

Pythia Scorecard

AI-Powered Credit Scoring & Risk Analytics Platform

Solving slow manual underwriting, rigid legacy scoring metrics, and opaque decision models in modern lending ecosystems.

Python (Predictive Analytics)React.js & Node.jsRESTful APIsSecure Cloud Infrastructure

Automated

Credit Risk Evaluation

Real-Time

Decision & Scorecard Engine

Multi-Variable

Financial Telemetry & Models

100%

Audit-Ready Regulatory Compliance

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T2D2.AI case study
Agentic Systems & PropTech

T2D2.AI

AI-Powered Building & Asset Inspection Platform

An enterprise cloud inspection platform for automated building facade, damage detection, and structural health analysis.

Python / PyTorch (CV)Angular & Node.jsLeaflet & Cesium 3DAWS Cloud & S3MongoDBCustom CMS/CRM

70%

Faster Exception & Audit Cycles

80+

Damage Types Classified

3.5 TB+

Forensic Image Dataset

100%

Visual Coverage via Drone & Scans

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