Production case studies

Built, shipped, and running in production.

Each case study follows a real AI system from the business problem through production. We show the architecture, the failure that changed the design, and the controls that made the system reliable in day-to-day work.

Client work

What changed after the demo.

Loyalty softwareOpen LoyaltyAI SDR and inbound sales agentA production sales agent that qualifies inbound leads, answers product questions from a live knowledge base, and writes structured outcomes back to the CRM.Lead qualificationSource-grounded answersCRM handoffRead case study HealthcareShen.aiPatient education assistantA patient-facing assistant that explains health scan results from an approved medical knowledge base. Low-confidence and clinical questions route to a clinician.Source-grounded answersConfidence-based routingHuman in the loopRead case study ManufacturingRyba Wooden ProductsAI and operations auditAn audit and consulting engagement that prioritised practical AI opportunities, moved operational data to PostgreSQL, and helped the team select and implement a CRM.AI opportunity auditPostgreSQL foundationCRM implementationRead case study Footwear retailWojasSEO and GEO visibility platformA production platform that monitors search and AI citation visibility, compares competitors, and turns reports into content and strategy recommendations.SEO and GEO monitoringCompetitor analysisContent recommendationsRead case study

Incoming

ManufacturingIn preparation

LegalIn preparation