Amalgo: Financial returns from Context Graph & AI that reduces QA investigation durations

Jonathan W. Lowe quantified the financial impact of cutting biopharma QA investigation times from a 30-day industry standard down to 10 days, citing double-digit swings in gross profit, penalties, and inventory costs. He used knowledge graph simulations to model bullwhip effects across the supply chain and show where faster investigations create the most value.