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brianletort.aiD. Brian Letort, Ph.D.

AI Transformation Library

See how AI changes the work.

105 real-world cases. What changed, what improved, and where people still decide.

CardsTable

3 cases

1–3

CaseIndustryFunctionTypeAI valueBefore → AfterEvidenceOpen
An editorial scene for TD Bank Group contrasts submits the purchase agreement, id, account statements, and proof of income. with submits the same document package. in the mortgage and heloc pre-adjudication and application memo preparation workflow.TD Bank GroupFinancial servicesCredit and lendingStep before the decisionAverage preparation time: 15 hours → under 3 minutesPrepareDecidemixed evidencemixed
An editorial scene for JPMorgan Chase contrasts read commercial-credit agreements and manually identify relevant clauses and attributes. with uses unsupervised machine learning to extract 150 defined attributes from agreements. in the coin agreement extraction workflow.JPMorgan ChaseFinancial servicesCredit and lendingExceptions only150 attributes from 12,000 agreements extracted in secondsHandle allExceptionsreported evidencereported
An editorial scene for Creditas contrasts performs first-line credit analysis on incoming home-equity applications. with automates 90% of first-line credit analyses and 60% of signature validations; legal review remains ai-assisted. in the ai-automated first-line credit analysis in home equity origination workflow.CreditasFinancial servicesCredit and lendingStraight-through90% of first-line credit analyses automated in Q1 2026HandoffsStraight throughreported evidencereported
Curated collections →Evidence methodologyPublication history
Transformations | Brian Letort