AI case studies
See how practical AI becomes real business improvement.
Explore AI case studies showing how Changeable turns operational challenges into working systems, clearer decisions and measurable outcomes across AI strategy, software, automation, governance and process improvement.
How to read these examples
Not generic AI showcases. Business problems shaped into practical systems.
The work shown here is not about chasing tools for their own sake. Each example starts with the business context, the operational constraint, the governance risk or the decision that needed better support. Where projects involve personal information or public-sector use, delivery is informed by guidance from the Office of the Privacy Commissioner and New Zealand Government digital guidance.
Some projects focus on AI strategy and readiness. Others involve AI governance, knowledge systems, workflow automation, AI agents, data models or AI-enabled software development. The platforms and products we run ourselves, Briefable, Pūtake Labs and Tagmade, are listed separately below.
Clarity before build
Projects are grounded in the business problem, process, risk and expected value before solution design begins.
Human review built in
AI use is designed with accountability, source traceability, review points and practical governance controls.
Systems that fit the work
The solution is shaped around existing workflows, team capacity, user behaviour and operational constraints.
Measured improvement
The aim is useful change, including faster onboarding, less manual effort, better consistency or more confident decisions.
Selected work
Selected AI case studies and delivery work
Examples across workflow automation, secure document extraction, contract intelligence, knowledge retrieval, AI governance, process improvement, evidence-based research, field capture apps, behavioural simulation and forecasting agents.
Purpose-Driven Workflow Automation
Standardising operational intake and funding compliance reporting for a regional New Zealand social impact enterprise through comprehensive stakeholder elicitation and targeted process design.
View projectCommercial Lease Audit Automation
Secure AI-assisted lease audit automation for extracting commercial property terms, protecting margins and supporting governed financial workflows.
View projectBuilding an AI Contract Intelligence Platform
A governed AI contract intelligence engine designed to extract obligations, key dates, risks and client-ready deliverables from complex agreements, extended into contract reform and AI-assisted contract creation.
View projectRetail Knowledge Intelligence System
AI-powered retail knowledge system using RAG and Gemini to improve training, compliance and consistency across a multi-site retail environment.
View projectBuilding an AI-Led Process Improvement Platform
A nine-stage process improvement platform that runs adaptive AI stakeholder interviews, analyses the current state and produces a practitioner-approved improvement report and SOP.
View projectDesigning and Implementing Responsible AI Governance
Enabled responsible AI adoption by aligning governance, ethics, business-unit behaviours and day-to-day AI use at scale.
View projectBuilding an AI Property Inspection App
A capture-first AI platform that turns photos and voice notes from a property walkthrough into compliant inspection reports and marketing-ready listing content from the same capture engine.
View projectAI-powered Document Intelligence
Document intelligence and automation to extract information, categorise material, flag risk and route work more consistently.
View projectBuilding an Evidence-Based AI Research Platform
A methodology-governed analytical engine that measures public evidence against an eight-domain academic benchmark, with source weighting, suppression rules and human-reviewed, defensible outputs.
View projectBeyond Feasibility: Market Validation with Behavioural AI
Changeable built a behavioural AI capability to test human and AI interaction dynamics in controlled, data-rich conditions.
View projectEnterprise AI Forecasting and Strategy Agents
AI forecasting and strategy agents designed to support faster decision-making, predictive insight and structured strategic analysis.
View projectSME Workflow Automation
Workflow automation for small teams that need to reduce manual work, speed up core processes and improve customer experience.
View projectPlatforms we run
AI platforms and products built by Changeable
Changeable builds and operates its own AI software as well as advising on it. These platforms and products are where our delivery methods, governance controls and technical patterns are proven day to day.
Briefable: A Connected AI Operating System
A modular AI operating assistant connecting email, calendar, files, contacts and pipeline into one governed daily briefing, with human review kept visible before anything leaves the platform.
View projectPūtake Labs: Evidence-Disciplined Decision Intelligence
A bicultural decision intelligence practice built on eight integrated analytical Labs, a strict evidence-rating discipline and a living-analysis engine that tracks findings over time.
View projectTagmade: AI Product Listing for WooCommerce
A WooCommerce plugin that turns a phone photo of a product and its price tag into a finished draft listing. Background removal cleans the image, AI reads the tag and writes the title and descriptions, and staff save or publish from their phone. It grew out of a live staff app built for a Hāwera retailer.
Visit TagmadeWhat these projects show
Changeable’s work sits across the practical middle ground where business analysis, process improvement, AI implementation and governance need to connect.
Knowledge systems
Turning scattered organisational knowledge into trusted, searchable and source-backed support for real teams.
Governance and safety
Helping organisations adopt AI with clear risk thresholds, human oversight and practical decision controls.
Simulation and validation
Testing behaviour, trust, feasibility and adoption dynamics before leaders commit to higher-risk decisions.
Automation and delivery
Designing workflows, document systems, AI agents and operating models that reduce friction and improve consistency.
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