Case studies
Practical AI, proven in market
A growing library of Cerebral Circuit work, showing how focused AI builds become useful products, services and customer experiences.

Fashion retail
Stella by Superbalist
A conversational AI layer that helps customers move from natural language intent to relevant product discovery inside WhatsApp.
Outcome
Personalised product discovery across a large retail catalogue.
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Wine retail
Aiden: The Wine Advisor
A WhatsApp-based assistant that helps customers discover wines through natural conversation and move directly into checkout.
Outcome
Guided product discovery with 895 checkout links generated.
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Universal access
AVA: Guided Accessibility Audits
An AI-guided assessment agent that turns specialist accessibility methodology into a structured, adaptive digital journey.
Outcome
A repeatable assessment workflow with adaptive branching, scoring and PDF reporting.
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Higher education
qMark for SACAP
An educator-facing AI marking assistant for richer, more consistent and more developmental student feedback.
Outcome
2,684 messages from 59 active graders in the first full month.
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