18 Proven Use Cases & Implementation Scenarios
High-priority CIO initiative using Vertex AI to generate store-level demand predictions, optimizing stock levels for thousands of SKUs.
Result: Capital Efficiency
Leveraged Google Trends and BigQuery to predict micro-trends and synthesize marketing copy/visuals before competitors.
Result: Speed to Market
Developed a GenAI solution grounded in technical documentation to answer complex integration questions 24/7.
Result: Churn Reduction
Created a "Compound AI System" using DocAI (digitization) and LLMs (reasoning) to audit document trails for compliance.
Result: Process Velocity
Deployed specialized Medical LLMs (MedPalm2) to analyze applicant histories for hyper-segmented risk assessment.
Result: Precision Pricing
Established MLOps workshops to streamline model deployment and monitoring across the enterprise data science teams.
Result: Reliability
Architected a Vision AI solution to automatically tag characters, brands, and interactions within a massive video archive.
Result: Asset Monetization
Implemented Vertex AI Vision to generate consistent tags for vast image libraries, replacing inconsistent user tags.
Result: Search Relevance
Deployed NLP models to analyze player feedback and ML models for personalized ad targeting.
Result: Churn Prevention
Combined Geospatial AI (satellite imagery) with predictive modeling to estimate vegetation growth and outage risks.
Result: Grid Resilience
Built a Cloud Search and Vision AI solution to perform face and event recognition on historical photos/videos.
Result: Institutional Memory
Replaced legacy APIs with AutoML to capture dialect nuances and SEO requirements across 12+ languages.
Result: Conversion Growth
Deployed Vertex AI Agent Builder to allow engineers to "chat" with terabytes of telemetry logs to isolate errors.
Result: Operational Agility
Architected a pipeline using Vision AI and BigQuery to automate the detection of structural defects in train components.
Result: Safety & Prevention
Built a GenAI engine using Enterprise Search to ingest 15 years of maintenance logs, manuals, and tribal knowledge.
Result: Reduced MTTR
Implemented Document AI to automatically extract and verify identity data (driver's licenses, business registrations).
Result: Scale without Cost
Built robust regression models on Vertex AI with MLOps practices to predict sales trends and simulate ad auctions.
Result: Financial Reliability
Replaced legacy systems with a Generative AI solution grounded in proprietary documentation to answer enterprise-grade queries.
Result: Reduced Hallucination