Skip to content

Case Studies

Measured AI outcomes from production, not pilot theater.

Each case study maps to a published portfolio project—agents, platforms, computer vision, automation, and governed AI systems. Numeric outcomes are engagement-reported; methodology and references for qualified buyers are available under NDA.

2011+

Enterprise delivery DNA informing AI programs

600+

Software engagements informing how we deliver AI

AI/ML

Agents · Vision · LLMOps

Owned

IP at handover

Agent Bank case study
AI Agents

Agent Bank

A governed multi-agent workforce for banking operations

Agent Bank is an enterprise multi-agent platform that executes high-volume banking workflows—with policy controls, audit trails, and human approval gates for anything that moves money or risk.

Multi-agent orchestrationMCP-ready tool registryVector retrievalEvaluation harnessPrivate cloud (AWS / Azure)Observability

Faster exception review cycles

Engagement-reported

24/7

Logged coverage on routine ops

Design control

Ledger

Tool actions attributable in audit logs

Design control

HITL

Human gates on high-risk tools

Design control

Read case study
GuardRails AI case study
AI Safety

GuardRails AI

Enterprise trust layer for governed LLM and agent deployments

An enterprise cloud trust and safety platform for real-time AI safeguards, hallucination detection, and sensitive data protection across multi-LLM workflows.

Python (AI engine)React.js & Node.jsOpenAI / Anthropic / Gemini / Azure OpenAIPrompt defense & ingestionCryptographic audit loggingAI Trust Layer™

100%

Enterprise policy enforcement

Design control

Real-Time

Hallucination & threat monitoring

Design control

Multi-LLM

Model & provider support

Design control

Cryptographic

Audit logging & lineage

Design control

Read case study
Kavia AI case study
AI Platforms

Kavia AI

Governed AI software engineering for complex codebases

An enterprise AI software engineering platform that unifies requirements, system modeling, code generation, change impact analysis, testing, and PR review in a single governed workflow.

LLM orchestrationEnterprise knowledge graphVS Code extension & CLIGit / GitHub / GitLabPython / Node.jsPrivate cloud deployment

10×

Faster spec-to-code iteration

Engagement-reported

100%

Codebase & dependency visibility

Engagement-reported

4,500+

Active builders & developers

Engagement-reported

Zero

Context loss across teams

Qualitative outcome

Read case study
T2D2 case study
Computer Vision

T2D2

AI-powered building and asset inspection at scale

An enterprise cloud inspection platform that processes structural imagery, detects facade damage, maps defects spatially, and tracks deterioration across historical timelines.

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

70%

Faster exception & audit cycles

Engagement-reported

80+

Damage types classified

Engagement-reported

3.5TB+

Forensic image dataset

Engagement-reported

100%

Visual coverage via drone & scans

Qualitative outcome

Read case study
Petshack.au case study
AI Automation

Petshack.au

Automated pet supply price discovery across Australia

An independent Australian price comparison engine aggregating real-time catalog data from 40+ pet retailers—free access with no hidden fees or signup friction.

Python web scraperElasticSearch / AlgoliaNode.js / ExpressModern frontendCloud DBAutomated schedulers

40+

Aussie retailers aggregated

Engagement-reported

100%

Free platform access

Design control

1,000s

Pet products compared

Engagement-reported

Zero

Hidden fees or friction

Design control

Read case study
Nexaan APM case study
Machine Learning

Nexaan APM

Asset performance management for mining and heavy industry

An 11-module governed APM platform that standardizes maintenance strategy engineering, generates CMMS load sheets, and improves strategy using ML on field failure history.

Python / machine learning engineAWS private cloudSAP PM & IBM Maximo integrationRAM & fault tree analysisRCM automation

250%

ROI across brownfield ops

Engagement-reported

500%

ROI on operational readiness

Engagement-reported

70%

Reduction in strategy time

Engagement-reported

A$1.12M

Annual cost/risk opportunity

Engagement-reported

Read case study
Owl Ring case study
Machine Learning

Owl Ring

Wearable health and sleep telemetry companion

A Flutter mobile companion for the Owl Smart Ring—delivering low-power BLE sync, sleep architecture scoring, and daily readiness insights from biometric telemetry.

Flutter (iOS/Android)Bluetooth Low Energy (BLE)Python / Node.js analyticsEncrypted telemetry storage

Real-Time

Bluetooth sync & telemetry

Design control

24/7

Biometric & heart rate monitoring

Design control

Precision

Sleep phase architecture analysis

Qualitative outcome

Actionable

Personalized health scoring

Qualitative outcome

Read case study
Koradream case study
Machine Learning

Koradream

K-Beauty e-commerce with personalized discovery

An interactive Korean beauty platform with guided skincare matching, high-speed catalog and cart flows, and scalable inventory-backed retail across web and mobile.

E-commerce architectureModern web & mobile UIRESTful APIsCloud hosting & CDN

100%

Curated K-Beauty lineup

Qualitative outcome

Real-Time

Catalog & inventory sync

Design control

Personalized

Product recommendation engine

Qualitative outcome

Seamless

Mobile & web experience

Qualitative outcome

Read case study

Planning an AI transformation like these?

Share the workflow, constraint, and outcome you need, we will map whether consulting, a production build, or embedded AI talent is the right first move.