Global Lighthouse Network 2026

Yunnan Baiyao builds capabilities of its key partners across the value chain FIGURE 16 In-house developmentSatellite r emote sensing & AI empower yield forecasting & herb procurement Herbal toothpaste's active ingredients come fr om plants of 3-year gr owth and fr om widespr ead areas, challenging yield- forecasting & supply stability . Using high- resolution satellite images & weekly r emote sensing over 400,000 km², AI algorithms pr ecisely map cultivation ar eas. Based on historical yield r ecords and r egional characteristics, annual yield is for ecasted, enabling county-level procurement planning.selor latigiD ,IA gnidulcni detaerc selor latigid 9 data & IoT engineers, softwar e developers and translators +23p.p. Yield pr ediction accuracy-35% yrotnevnI levels-0.6p.p. Turnover rate tnempoleveD lamrof %01,desab-tcejorp %07 training and 20% mutual lear ning; Baiyao Academy94% Engagement noissergorP dna skcart reerac denfiederp 8 PDCA-based performance management91% Internal succession rate noissergorP ,noitasnepmoc evititepmoC equity incentives and personalized benefits94% Key r ole retention rate Inter nal capabilities In-house developmentDigital cultivation platform and multimodal LLM to impr ove good agricultur e practices (GAP) adoption Bad cultivation practices cause excess pesticide, mould & loss of actives. A multimodal LLM, fine- tuned on 100k+ planting, processing and GAP regulation entries guides farmers on planting ar ea, timing, quantity by Q&A and identifies pests and diseases based on uploaded photos. Four automated lines available to farmers & partners for cleaning, slicing and drying use AI image recognition for sorting and grading, ensuring high quality and timely material processing. ytisrevinU partnerships 10+ universities fulfill majority of high-skill needs and pr ovide pipeline of inter ns sEMS sremraf llams 002> engaged Suppliers ;GSE no deniart 071 80% of supplier base Cloud, AI and collaborative tools ssecorp & gninnalp yrotcaF innovation ygrene & snoitarepo yrotcaf latigiD management ecnanetniam evitciderP mroftalp IA elacs-esirpretnE srentrap hceT -26p.p. Premium raw material ratio +19% Farmers’ income-5p.p. Ratio of r eturns to farmersValue chain capabilities Source: Global Lighthouse Network. Global Lighthouse Network: Rewiring Operations for Resilience and Impact at Scale 27