Module / Topic: AI / ML
Browse Mergen content
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ServiceNow Agentic AI: What 89% Pilots Miss Before Production?
Gartner projects 40% of enterprise applications will embed task-specific AI agents by the end of 2026. The architectural shift toward autonomous systems is accelerating across enterprise platforms, especially within IT operations. However, adoption maturity tells a more measured story. Deloitte’s 2025 Emerging Technology Trends study notes that while 38% of organisations are piloting agentic solutions, only 14% have solutions ready for deployment, and a […]
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Webinar: AI Deployment in Regulated Industries — Patterns That Pass Audit
AI deployments in regulated industries face unique challenges. This webinar covers patterns that satisfy regulators + deliver value.
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Music Streaming Service: Personalization at Catalog + Listener Scale
A music streaming service rebuilt personalization on Google Vertex AI. Skip-rate down 18%; daily active listening time up 24%.
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Wind Farm Operator: ML-Driven Yield Optimization Across 80 Farms
A wind-farm operator deployed ML-driven yield-optimization models across 80 farms. Annual energy production up 6%; per-MWh cost down 14%.
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Sporting Goods Retailer: ML-Driven Inventory Allocation
A sporting goods retailer rebuilt inventory allocation with ML across 180 stores. Stockout-driven lost sales down 32%; markdowns down 18%.
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Health Network: NLP for Clinical-Note Synthesis
A health network deployed NLP to synthesize clinical notes for care-coordination summaries. Care-coordination cycle compressed 47%.
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3PL: Computer Vision for Warehouse Operations + Safety
A 3PL provider deployed computer vision in 18 warehouses for operational efficiency + safety. Forklift-related incidents down 61%.
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Publishing House: GenAI for Editorial Workflow + Content Operations
A publishing house deployed GenAI to assist editorial workflows — research, draft assistance, and metadata generation. Editorial productivity up 38%.
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Streaming Platform: ML-Driven Personalization on Google Vertex AI
A streaming media platform built ML-driven personalization on Google Vertex AI. Watch time per session up 22%; subscriber churn down 11%.
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Medical Device Manufacturer: MLOps for Imaging-Diagnosis Models
A medical-device manufacturer built an MLOps platform for imaging-diagnosis ML models with full FDA model-card audit trail. 8 models in production.