Orica: AI governance framework and standard(opens the agency's site)
Assessed AI governance maturity and wrote AI principles, a group standard, an AI inventory and vendor due diligence checks.
RRed Marble AIIndustry
Construction case studies
Published AI and automation projects for Construction organisations, from agencies in the Administrate directory.
112 case studies · See all Construction agencies
Australian bank: customer churn prediction model(opens the agency's site)
Built and deployed a model that flags retail customers likely to go dormant so the bank can contact them early.
IINGRITYAustralian life insurer: IFRS 17 data warehouse on Azure(opens the agency's site)
Built a central Azure warehouse that cut monthly regulatory report preparation from ten working days to two.
IINGRITYLarge Australian insurer: data science ways of working(opens the agency's site)
Defined model release, documentation and benefit tracking processes for a claims data science team.
IINGRITYAustralian bank complaints reporting and triage dashboards(opens the agency's site)
Designed a complaints data model and dashboards that flag urgent cases and support regulatory reporting.
IINGRITYTeck: contractor safety and access web app(opens the agency's site)
Paper-based vendor tracking on mine sites was replaced with a web app for safety forms, approvals and access control.
EEssential DesignsLifeguard: overdose response mobile app(opens the agency's site)
An iOS and Android app, built with a provincial ambulance service, that dispatches help if a user does not check in.
EEssential DesignsGood Roads: technical services portal(opens the agency's site)
A SaaS portal that connects public agencies and suppliers to manage service approvals in one place.
EEssential DesignsSASS: Iron Horse membership platform replacing legacy VB system(opens the agency's site)
Moved a fragile Visual Basic membership system to a custom platform with no downtime, then added member self-service.
MModernize Your Business Software | Pilot West StudiosVOAFit: patient app for medication, weight and inventory tracking(opens the agency's site)
Delivered an MVP patient app for a medical practice to track dosing, medication levels, weight and stock.
MModernize Your Business Software | Pilot West StudiosTalkAbroad: replacement conversation scheduling system(opens the agency's site)
Rebuilt a language platform's booking workflow and admin tools and switched over without disrupting active learners.
MModernize Your Business Software | Pilot West StudiosZoho and WhatsApp maintenance assistant for a property manager(opens the agency's site)
Gave technicians equipment history and pre-visit briefings through a WhatsApp assistant linked to Zoho CRM.
WWiserBrandAI supplier quote verification for a construction company(opens the agency's site)
Built a Zoho workflow that standardises quotes, benchmarks prices and ranks exceptions for purchasing review.
WWiserBrandAI property reconciliation across Yardi and QuickBooks(opens the agency's site)
Delivered three AI coordinators that match transactions, route exceptions and prepare close reporting.
WWiserBrandPengana: Outlook AI assistant for client enquiries(opens the agency's site)
Built an Outlook assistant that drafts replies to common client enquiries, with redaction of personal data and staff approval.
FFirst FocusShamrock: governed AI use with training and support(opens the agency's site)
Added data governance, security, training and support so a craft product firm could use AI agents safely.
FFirst FocusUNC School of Medicine: biometric screening for clinical trials(opens the agency's site)
Built a fingerprint-based .NET and Angular platform to stop duplicate trial records and payments where patients lacked ID.
SSATVA SoftechArgo Swim: video analysis platform for competitive swimming(opens the agency's site)
Rebuilt a stalled swim video platform with a new backend, Android camera app, cloud video compression and payments.
SSATVA SoftechMining operator: procurement AI agent in Microsoft Teams(opens the agency's site)
Built a Teams agent that queries purchasing, payment and stock data with SQL and shows how each answer was reached.
SSource DigitalMining operator: tender scorer with cited evidence(opens the agency's site)
Combined code-based bid pricing with an AI scoring layer whose page-referenced citations are checked before evaluators see them.
SSource DigitalPerth real estate agency: SMS lead response agent(opens the agency's site)
Added an SMS agent over the agency's CRM that contacts new leads first, books next steps and hands over to staff.
SSource DigitalNailed It Creations: website, CRM and AI enquiry agent(opens the agency's site)
Rebuilt a Brisbane builder's site around its paid preconstruction process and added a CRM and SMS agent to qualify enquiries.
SSource DigitalQueensland mining company: SD-WAN for a remote mine site(opens the agency's site)
Installed SD-WAN to prioritise business traffic on an overloaded remote site link, with under an hour of downtime at cutover.
SSmile ITMulti-site company: Microsoft 365 two-factor authentication rollout(opens the agency's site)
Trialled then rolled out Microsoft 365 two-factor sign-in across all sites and shifts to cut the risk from phishing attacks.
SSmile IT