Fabric Swatches
A repository of documented AI deployment use cases
Learn more about the Fabric framework and methodology in our paper.
Contribute a SwatchMetadata 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 system pulls from information from the institution’s website and can route users to speak with a human representative if required.
Personalised Feedback Assessor
Students take practice quizzes to prepare for their exams and this AI system supports them by providing personalised feedback 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 summarised 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 Optimiser for LLM and RAG Systems
The AI system determines optimal configurations for retrieval-augmented generation (RAG) pipelines through multi-objective optimisation 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 prioritisation score to speed review by a radiologist.
Consultation AI Note-Taker
During a patient-doctor consultation the AI 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 Decentralised 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 Centre 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.
Beam - Automated Scribe for Community Care Worker
During a meeting between a social worker and a service user, the AI system generates notes for the social worker to review and use.
Civic AI - Casework Triage
Assist with intake, triage, categorisation, prioritisation, documentation, and draft support for constituent casework requests.
Civic AI - Congressional Correspondence
Automate the triage, batching, and first-draft response of constituent correspondence.
Civic AI - Sentiment Analysis for Constituent
Automatically score constituent messages for sentiment on a 0.00 to 1.00 scale across all incoming communications.
Civic AI - Social Media Drafting
Assist with drafting social media posts that align with a legislator’s voice, intended topic, and required word or character count using approved contextual sources.
Claim - Generative Engine Optimisation LLM Webpage
Websites are not being read by AI Engines. LLM can automatically create content that AI Engines can read by feeding LLMs information from the brand’s website.
CrowdAI - Automated Identification of Dented Cans
On the manufacturing line, there are video cameras that are placed on intermittent areas of the floor. Using video camera footage to identify dented aluminum cans.
CrowdAI - Fireline & Spot Fire Identification
During an aerial flyover of active fires, identify fire line and spot fires in real-time automatically.
Indian Railway - Expenditure Agent
Perform internal financial checks on uploaded procurement documents (purchase order, receipt note, invoice, inspection certificate, etc.) and generate a finance note/return note for human review.
Indian Railway - Smart AI Assistant for Railways
Assist senior railway financial leadership in monitoring financial performance, identifying risks, issuing executive instructions, and tracking compliance across field units.
KyklosTech - Guideline-Integrated Decision Engine for Health
Assist clinicians by generating supportive treatment recommendations, explanations to patient, and documentation for a patient’s electronic health record (EHR). It also optimises treatment in cases of multimorbidity: if a patient has multiple diagnoses, finding the best concoction of medications to treat all diagnoses while preventing negative synergistic effects becomes a complex problem.
Lauretta.io - Video Anomaly Detector
The AI system continuously analyses video streams and sends alerts to human operators when potential anomalous events are detected.
Major Credit Card Company - Transaction Risk Monitoring
When a card is used for an in-person transaction, the model generates a risk score for how risky that transaction is. That score is sent to card issuers (banks), and the issuers use the score to make a decision on accepting or rejection the transaction.
NHS - Automated Medical Triage
Patient submits a triage request for a clinical problem. Based on the clinical safety parameters and system capacity, the AI system books an appointment for the patient or re-directs them to external services.
NHS - Automated Scribe for Clinician
During a patient–doctor consultation, the AI system generates notes and a referral letter (if needed) for the doctor to review and use.
NHS - Blood Test Lab Report Processing
Patient undergoes blood test. Once blood test report is available, the AI system uses RPA to identify trends/abnormalities. If bloods are classed as ‘normal’ based on guidelines, it will file away the report and can automatically inform patients via SMS.
NHS - Medical Bone Imaging Pathology Detection
Patient undergoes radiography - example here is x-ray scan. The AI system evaluates the image and detects pathology - e.g. fracture. It can then flag this to the clinician and add to priority list.
Sanome - Clinical Decision Support Tool
In-patient early warning system for the prediction of a hospital acquired infection.
Tortus.ai - Clinical Consultation Scribe
During a patient–clinician consultation, the AI system generates clinical notes and a referral letter (if needed) for the clinician to review and use.
USA - Federal Employee Award Writing
Write award citations for government employees to recognise exceptional work.