Case Studies

How we’ve helped businesses work better

Explore the business problems, software decisions and operational improvements behind our work, including the permissions, integrations, and edge cases required beyond the demo.

TCE document intelligence AI chatbot intro

Featured Case Study

TCE Document Intelligence System

Source-cited AI search across bid-document packages spanning up to 50,000 pages.

Enterprise AI Document IntelligenceInfrastructure / Engineering

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Concept illustration of separate workspaces connecting to a shared AI platform

One Internal AI Platform for 44 Users

44 internal users. 400+ connected properties. One shared platform.

Internal AI platformData & operations
Ergo Global Customer Support Chatbot

Ergo Global AI Customer Operations System

A typical 36-second website-chat response, 11,782 conversations and 3,019 personalised check-ins in five months.

AI support automation and operations platformErgonomics / Customer Operations
Leelou AI coaching conversation displayed on a laptop

Leelou AI Coach for TNM Coaching

95% of onboarded regular users completed at least one session.

AI coaching productCoaching / Training
Invention Detail

GTS Innovative AI-Assisted Marketplace

We translated a founder's market vision into 50+ screens, 15+ workflows, and a structured invention process for inventors, service providers, investors, and admins.

Full AI product buildMarketplace / Innovation
Easy voice conversation and the saved Picnic Trip list inside Juggle Ease

Juggle Ease Voice Assistant

A multilingual voice assistant that creates and updates real tasks inside an existing family app.

Voice AssistantApp Integration
Spinio desktop chat with topic shortcuts and a question field

Spinio AI Recommendation Platform

Personalized discovery across 20,000 items and 1,000 providers.

AI recommendationsWeb & mobile