Industry Case Studies

This Case Study Resource Centre supports industry-education brokerage by showcasing case studies, staff profiles, workplace challenges, and offers of engagement.

Contributions are tagged to AISfB competency areas and IS-8 sectors so programme staff can curate and route them effectively.

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12 case studies shown.

Audience Insight Support for Creative Campaign Planning

Type: Case Study

Organisation: Studio Lantern Collective (Exemplar)

A creative agency piloted AI tools to synthesize audience signals for campaign planning while preserving editorial judgement.

Sector: Creative Industries

Competencies: C18, C21, C66

Skills areas: Communication and stakeholder engagement, Human-AI collaboration

Routed to: Schools, Colleges

Offers: Challenge brief, Q&A session

Engagement Offer: AI Guest Talk Series

Type: Engagement Offer

Organisation: Regional AI Employer Network

A curated guest-talk offer featuring diverse professionals discussing real AI roles, decisions, and pathways.

Sector: Creative Industries, Digital and Technologies, Financial Services

Competencies: C13, C31, C66

Skills areas: Careers and role awareness, Communication and stakeholder engagement

Routed to: Schools, Colleges, Community outreach

Offers: Guest talk

Engagement Offer: Industry Mentoring Clinic

Type: Engagement Offer

Organisation: North East AI Industry Advisory Group

A brokerage-ready offer where practitioners mentor learners on AI project ideas, ethics, and communication.

Sector: Digital and Technologies, Professional and Business Services

Competencies: C14, C30, C71

Skills areas: Workforce enablement, Careers and role awareness

Routed to: Schools, Colleges

Offers: Mentoring, Q&A session

AI-Assisted Fraud Triage in Digital Payments

Type: Case Study

Organisation: Riverbank Payments Lab (Exemplar)

A fintech operations team used AI scoring to prioritise suspicious transactions while preserving human adjudication.

Sector: Financial Services

Competencies: C19, C23, C54

Skills areas: Responsible AI practice, Governance and risk management

Routed to: Schools, Colleges

Offers: Workshop, Mentoring

Document Triage and Knowledge Retrieval for Legal Teams

Type: Case Study

Organisation: NorthEast Legal Operations Forum (Exemplar)

A legal services consortium used AI retrieval support to speed early matter triage and precedent discovery.

Sector: Professional and Business Services

Competencies: C16, C28, C58

Skills areas: Data stewardship and documentation, Operational decision-making

Routed to: Schools, Colleges

Offers: Mentoring, Guest talk

Computer Vision for Quality Control in Precision Manufacturing

Type: Case Study

Organisation: Northforge Components (Exemplar)

A manufacturing partner introduced machine-vision checks to reduce manual inspection bottlenecks and improve defect traceability.

Sector: Advanced Manufacturing

Competencies: C22, C23, C29

Skills areas: Operational decision-making, Human-AI collaboration

Routed to: Schools, Colleges

Offers: Guest talk, Challenge brief

Forecasting Grid Demand for Net-Zero Transition Planning

Type: Case Study

Organisation: NorthGrid Energy Systems (Exemplar)

An energy partner combined forecasting models with planner expertise to support local grid investment and resilience decisions.

Sector: Clean Energy Industries

Competencies: C53, C59, C62

Skills areas: Data stewardship and documentation, Operational decision-making

Routed to: Schools, Colleges

Offers: Workshop, Project brief

Imaging Queue Prioritisation for Clinical Review

Type: Case Study

Organisation: North East Diagnostics Partnership (Exemplar)

A healthcare team tested AI-assisted prioritisation to surface urgent imaging cases sooner for clinician review.

Sector: Life Sciences

Competencies: C41, C52, C56

Skills areas: Responsible AI practice, Governance and risk management

Routed to: Schools, Colleges

Offers: Guest talk, Site visit

Staff Profile: AI Operations Manager (Career Changer)

Type: Staff Profile

Organisation: Northshore Digital Services

Profile of an AI operations manager who moved from customer support into AI governance and workflow assurance.

Sector: Digital and Technologies

Competencies: C26, C31, C85

Skills areas: Careers and role awareness, Workforce enablement

Routed to: Schools, Colleges

Offers: Guest talk, Mentoring

Staff Profile: Clinical Data Specialist

Type: Staff Profile

Organisation: Regional Health AI Collaborative

Profile of a clinical data specialist focused on safe deployment, auditability, and multidisciplinary communication.

Sector: Life Sciences

Competencies: C41, C52, C58

Skills areas: Data stewardship and documentation, Careers and role awareness

Routed to: Schools, Colleges, Educator CPD

Offers: Guest talk

Workplace Challenge: Responsible AI Triage in Public Services

Type: Workplace Challenge

Organisation: Civic Digital Service Partnership

A scenario where service teams must balance speed, fairness, and transparency when introducing AI-assisted triage.

Sector: Professional and Business Services

Competencies: C19, C20, C54

Skills areas: Responsible AI practice, Governance and risk management

Routed to: Schools, Colleges, Educator CPD

Offers: Challenge brief, Workshop

Workplace Challenge: Demand Forecasting Under Volatile Conditions

Type: Workplace Challenge

Organisation: Northern Retail Logistics Group

A challenge brief asking learners to explore how AI forecasts can be used responsibly when patterns shift quickly.

Sector: Professional and Business Services

Competencies: C23, C24, C62

Skills areas: Operational decision-making, Human-AI collaboration

Routed to: Schools, Colleges

Offers: Challenge brief, Q&A session

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