Executive Summary (TL;DR) Generic large-language-model (LLM) sessions forget everything at the end of each prompt, forcing users to retransmit context and burning tokens.¹ Personalization layers exist today via Retrieval-Augmented Generation (RAG), which queries an external vector database on every turn—incurring ≥ 200 ms network latency and extra cost per call.² Cache-Augmented Generation (CAG) stores high-value […]

Executive Summary (TL;DR) Poor contracting siphons ≈ 9 % of annual revenue from companies worldwide, mostly via missed obligations and hidden risk. Corporate counsel now face review fees ranging $250–$350 per hour—spikes to $2,500 at elite firms—just to keep up. The AI Corporate Contract Analyzer ingests vendor, employment, and partnership agreements, flags risky clauses, and […]

LAST UPDATE DATE: Mar 19, 2025 Executive Summary (TL;DR) Inventory distortion—out-of-stocks and overstocks—bleeds $1.77 trillion from global retailers every year. In North America alone, out-of-stock items siphon 5.9 % of grocery sales and fuel costly brand erosion (NielsenIQ OSA Benchmark, 2021). The AI Inventory Replenishment Advisor embeds in merchandising systems, predicts demand for perishables and […]