Fabric Swatches
A repository of documented AI deployment use cases
Learn more about the Fabric framework and methodology in our paper.
Metadata Extractor
A user can train an AI model to extract metadata from text or documents. If the user is satisfied with the performance of the outputted model, then they can use it.
PDF Segmentator
A user requires their PDF to be segmented, so an AI system segments it into an annotated PDF and JSON.
Family Court Support Chatbot
This AI system generates responses to questions that users ask in a chat format. The AI pulls from information from the institution’s website and can route users to speak with a human representative if required.
Personalized Feedback Assessor
Students take practice quizzes to prepare for their exams and this AI system supports them by providing personalizedfeedback on their answers.
Local Government Chatbot
A user queries a chatbot and asks questions about information on a website.
Insurance Claims Classifier
Automotive insurance claims are summarized and reviewed by an AI system.
Credit Lending Classifier
The AI system processes loan applications and generates approval recommendations; one or more credit officers review depending on loan size.
Physio-Risk Reporter
An older adult with limited mobility uses the AI system to obtain a physio-related risk assessment; the report is for the user but can be shared with carers. Users may use the AI system multiple times over time.
Writing Assistant
Users receive support in writing brainstorming and editing their work via an AI system.
Hyperparameter Optimizer for LLM and RAG Systems
The AI system determines optimal configurations for retrieval-augmented generation (RAG) pipelines through multi-objective optimization across safety (hallucinations) alignment (helpfulness) cost carbon and latency.
Smart Clinical Triage Tool
The AI system automates clinical triage for general practice determines urgency collects structured information and enables direct booking with appropriate provider.
Chest X-Ray Abnormality Detector
The AI system reviews chest X-rays and flags risks and locations for the radiologist.
Mental Health Triage Tool
The AI system generates a preliminary patient report for providers based on responses to intake forms.
CT Scan Risk Detector
For a patient CT scan the AI generates a secondary view with flagged concerns and a prioritization score to speed review by a radiologist.
Consultation AI Note-Taker
During a patient-doctor consultation the system generates notes and a referral letter (if needed) for the doctor to review and use.
Carer-AI Kit Risk Assessor
The AI system is part of a platform used to validate a carer's biomarker measurements (e.g. heart rate pulse blood pressure) and to provide a deterioration risk score.
OriginTrail Decentralized Knowledge Graph (DKG)
OriginTrail DKG enables people and agents to turn data into verifiable structured interconnected knowledge that remains traceable to its source.
Automated Imaging Protocol Selector
The AI system automatically selects radiology exposure parameters based on patient information to support the radiographer.
Call Center Virtual Assistant
The AI system is a virtual assistant that processes service requests over the phone (e.g. payment systems) and answers user-specific inquiries 24/7.
Image Blurring Tool
The AI system blurs images of people in public areas to protect privacy; blurred images are then used for downstream public-service tasks.