Marriott priced group room blocks with an optimizer instead of a rate card
Marriott's Group Pricing Optimizer blended demand segmentation, elasticity modeling and optimization into a data-backed rate for every group bid.
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公開済みの事例
2,000 公開済みの事例 · 随時更新Byzantium kept Greek Fire secret by splitting the recipe
Byzantium kept Greek Fire secret for 500 years by splitting the recipe among specialists so no single person could leak it.
事例を読むNVIDIA's Signs turned every webcam into an ASL tutor that feeds its own dataset
A free AI platform teaches sign language with a 3D avatar and real-time feedback while learners build an open-source ASL dataset.
事例を読むIEX slowed every order by 350 microseconds to make trading fairer.
IEX routed orders through a coiled fiber that added a 350-microsecond delay so high-frequency traders could not front-run on speed alone.
事例を読むCenterfruit made its jingle a voice-AI game on feature phones and won an Abby Grand Prix
A GenAI voice calls rural feature phones and runs tongue-twister challenges in local dialects — no app, no internet, no smartphone.
事例を読むFast GraphRAG swapped LLM summarization for PageRank to make graph RAG 6x cheaper
Circlemind's open-source Fast GraphRAG runs PageRank over its knowledge graph at query time, cutting rival graph-RAG costs sixfold.
事例を読むJohn Moody's 1909 railroad bond ratings became the language of credit
Moody stamped every railroad bond with a comparable letter grade, sold verdicts to investors — and regulators later wrote his private scale into banking law.
事例を読むNew York saved Grand Central by making its air rights sellable
After landmarking Grand Central, NYC let Penn Central sell unused development rights to nearby sites; the Supreme Court upheld the law on that compensation.
事例を読むAlways turned pad fabric into 'Not Hot' periodwear to cool Saudi women in 45°C summers
Always built a designer fashion line from its Cool&Dry pad fabric with Nasiba Hafiz, turning a taboo product into a launch that lifted purchase intent 80%.
事例を読むMicun Binfan's three-system organization scaled from 100 to 1,800 stores
Micun Binfan (米村拌饭) grew from 100 to 1,800+ stores in six years using 三制合一: partnership for capital, apprenticeship for talent, racing for motivation.
事例を読むOLFA's snap-off cutter turned one blade into ten and conquered the world's toolboxes
An Osaka electrician remembered GI slab chocolate, scored a blade so it snaps like a candy bar, and built a 30–40% world share from a town press factory.
事例を読むMemorial Sloan Kettering optimized prostate cancer seed placement in real time
MSKCC's optimizer plans prostate brachytherapy seeds in the operating room, cutting complications up to 60% and potentially saving hundreds of millions a year.
事例を読むMcCoy built a rail depot at Abilene and 1.5 million cattle walked to it
The Chisholm Trail wasn't a road but a market interface: one Kansas Pacific depot turned a Texas herd into eastern beef, 1.5 million head strong.
事例を読むAncient Near East accountants turned verification marks into writing
Ancient Near East accountants pressed tokens into wet clay to verify sealed bullae, then realized marks alone sufficed, inventing writing.
事例を読むOcado's robot hive turned a loss-making grocer into a warehouse-tech seller
Ocado's Andover hive — about 1,000 robots on a 17-high crate grid — became the Smart Platform; Kroger licensed it in May 2018 with a £183m, 5% stake.
事例を読むShanghai rationed car ownership by auction; the plate came to cost more than a small car
Shanghai sells a fixed monthly quota of car plates at auction. The clearing price hit 90,000 yuan — buyers paid more for the plate than for the car under it.
事例を読むNeeman's shouted its brand at smartphones so always-listening phones served its ads
Two influencers wearing Neeman's shoes shouted 'Are those Neeman's?' across India, and nearby smartphones did the rest — serving Instagram ads to their owners.
事例を読むCymer fed a laser 50,000 tin droplets a second to make the light that prints 3nm chips
To make 13.5 nm light, Cymer shot molten tin droplets past a dual-pulse CO2 laser at ~50 kHz — a target that renews itself — and ASML paid billions for it.
事例を読むSELCO sold solar to India's poor by making banks finance it around their cash flow
Harish Hande's SELCO didn't cheapen solar for the poor — it roped in rural banks and sized loans to daily earnings, starting with flower pickers' headlamps.
事例を読むCreative Commons made sharing legal by default and covered the web
Lessig and Eldred's 2001-2002 licenses pre-granted sharing rights with modular conditions; billions of works now carry CC licenses across the web.
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