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Case Study Category: Foundation Models

The Review Response Grind: Taking a US Local Services Business from 30% to Near 100% Response Rate

Diagram showing positive, negative, and neutral customer reviews feeding a sentiment- and brand-voice-tuned model, producing auto-posted or human-flagged responses

The Language Barrier: Matching English and Spanish Support Response Times for a US E-Commerce Brand

Diagram showing English and Spanish support queries feeding a bilingual support model fine-tuned on support history, producing matched-speed responses in both languages

The Legal Review Bottleneck: Reducing Attorney Review Time for a US Small Business Owner

Diagram showing a vendor contract feeding a contract risk model fine-tuned on attorney notes, producing flagged clauses and risk explanations for attorney review.

The Onboarding Bottleneck: How We Cut Engineer Onboarding Time in Half for a US Tech Startup

Diagram showing internal documentation feeding a fine-tuned onboarding assistant that answers plain-English questions with setup guidance and process context

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