
OCR + LLMs: From Words to Contextual Insights
Enterprises have long relied on OCR to digitize paper, but raw text alone offers limited business value. Today, the real transformation comes from pairing OCR with Large Language Models (LLMs). This hybrid approach not only extracts words but also interprets their meaning, identifying key-value pairs, mapping document structures, and attaching confidence scores. Contracts, forms, and reports can now be turned into analytics-ready data streams — delivering faster insights, reducing compliance risk, and enabling strategic agility. For executives, OCR+LLM pipelines are not just a technology upgrade, but a catalyst for smarter, more resilient decision-making.

BI Dashboards: Streaming Vision Metrics to Tableau
Vision metrics no longer need to live in notebooks and backlogs. With streaming pipelines and smart webhooks, computer vision insights — from PPE compliance to shelf-stock gaps — can flow directly into Tableau dashboards in near real time. This post explores how to connect detection APIs to BI tools, design impactful visualizations and scale a cost-effective architecture that turns raw images into actionable business intelligence.