AIGP case studies
AIGP · Put your knowledge to work in context.
The Artificial Intelligence Governance Professional (AIGP) is a professional credential offered by the IAPP for people who need to understand and execute responsible AI governance. The IAPP frames it as a demonstration of competency in AI development, ethical AI deployment, and the use of best practice in AI management to ensure safety and trust - and notes that, now that AI has made its debut, professionals in all industries need this capability, not just technologists or lawyers. The AIGP case studies are 5 cases and about 3,739 words.
1The Sepsis Alert That Won't Stop Firing
A 600-bed hospital system licensed a vendor's sepsis early-warning model. The vendor reports AUC 0.89 on its validation set and a 6-hour median lead time.
810 words, about 4 min2The Resume Ranker With No Bias Audit
TalentBridge, a US-headquartered HR platform, sells an AI resume-ranking module to employers. It is marketed in the EU, New York City, Illinois, and Brazil.
783 words, about 4 min3The LLM Loan Memo Assistant
A 4B credit union pilots a third-party LLM assistant for commercial loan officers. The assistant summarizes applicant financials, drafts credit memos, and flags 'missing documents.' It runs on a vendor API with a 90-day data retention clause and no fine-tuning on bank data.
706 words, about 4 min4The Refund Agent With Tool Access
A retailer deploys an autonomous AI agent that can issue refunds up to $250, change shipping addresses, and cancel orders, using a third-party LLM with tool access. The agent resolves 62% of chats without human handoff; the rest escalate.
739 words, about 4 min5The Coding Assistant Across Four Jurisdictions
A multinational bank rolls out a foundation-model coding assistant to 4,000 engineers across the US, UK, India, and Germany. The vendor offers a 'private' instance but logs prompts for 30 days and uses a subprocessor in a country not approved by the bank's data residency policy.
701 words, about 4 min