Selected work
Case studies from the work we’ve shipped
Voice AI, claims automation, computer vision, and bespoke integrations. Real projects with real clients across trades, insurance, and enterprise.
Case StudyPrivacy-First Wearable AI: On-Device Voice Capture
EmbedAI explores offline wearable AI for voice capture using on-device models and edge processing, avoiding cloud dependency and data privacy risks.
Case StudyCase study: giving a joinery workshop real-time visibility into workforce capacity
Commercial Joinery Wellington needed to see who was available and when. We built a capacity calendar that pulls live data from their job management system.
Case StudyCase study: automating compliance and calls for a Kapiti plumber
How EmbedAI built form automation and a voice AI assistant for Easy-Flow Plumbing and Drainage, cutting paperwork and capturing every call on the Kapiti Coast.
Case StudyOpenAI API Integration into FileMaker Pro ERP
How we embedded OpenAI's API directly into a FileMaker Pro ERP to cut insurance technical report writing from 30 minutes to 3, with consistent quality across every technician.
Case StudyComputer Vision AI for Insurance Claim Assessment
How we trained a computer vision model on 216,000+ device photos to reduce smartphone insurance claim settlement from days to minutes for NZ insurers.
Case StudyiOS Vaccine Pass Verification App for NZ Workplaces
How we built a native iOS vaccine pass scanner that let Connect NZ verify staff and visitor COVID-19 passes in seconds, replacing manual checks with contactless QR verification.
Case StudyCOVID-19 Remote Device Assessment for NZ Insurers
How we built and deployed a remote device assessment platform in two weeks when COVID-19 lockdowns shut down physical insurance claims across New Zealand.
Case StudyThe 15-Digit Lie Detector: How IMEI Verification Stopped Insurance Fraud at the Door
How we integrated real-time IMEI device verification into an insurance claims booking workflow, adding a fraud prevention layer that validated device identity before any job was created.
