Proven AI.
Real Impact.
Deep-dive technical breakdowns of how we built, shipped, and measured AI systems that changed how our clients operate.
AI Triage System Cuts Patient Wait Times by 62%
We built a real-time AI triage assistant that analyzes patient intake data, predicts severity scores, and automatically routes cases — dramatically reducing ER bottlenecks and improving outcomes across 8 hospitals.
LLM-Powered Underwriting Reduces Decision Time from Days to Minutes
We replaced a legacy rule-based underwriting system with a fine-tuned LLM that reads loan applications, financial statements, and risk signals — delivering instant, explainable credit decisions.
AI Automation Agents Save 1,200 Hours of Manual Work Per Month
We deployed a fleet of AI agents to handle inventory reconciliation, customer support escalations, and supplier communications — freeing the operations team to focus on growth.
Predictive Churn Model Saves $2.1M in Annual Recurring Revenue
We built a real-time churn prediction engine that flags at-risk accounts 45 days before cancellation, enabling proactive customer success interventions that saved millions in ARR.
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