Goldcorp couldn't find the gold its own geologists knew was somewhere in its mine, so it published every secret it had and asked strangers to find it instead.

问题

an organization sitting on a valuable but underused asset has run out of internal expertise to unlock its full value

背景

换别人会怎么做

Hire more or better geologists, or acquire a rival's claim outright — the standard mining response to an underperforming asset is to spend more on the same kind of in-house expertise already working the problem, not to publish the company's most guarded data to the public.

他们看到了什么

McEwen saw that Red Lake's real bottleneck was not a shortage of geological talent inside Goldcorp — it was that the number of people who could ever look at the data was capped by whoever Goldcorp had hired. Publishing the raw survey data uncapped that number to anyone on earth with different training and a laptop.

那一手

In March 2000, Goldcorp posted 400 megabytes of Red Lake's actual geological survey data on the open internet — core samples, drill logs, three-dimensional models, 50 years of proprietary exploration records — and launched the Goldcorp Challenge: $575,000 in prize money to anyone, anywhere, who could analyze the data and tell Goldcorp exactly where to drill next.

为什么管用

Posting the actual drill and survey data, not a description of the problem, let outsiders — physicists, military analysts, a graphics team — apply pattern-recognition methods no mining geologist had been trained in, to Goldcorp's real numbers rather than a simplified summary. Because the $575,000 prize paid only for actionable drilling targets, not for hours worked, Goldcorp got 1,400 competing analyses for less than a few years of one in-house team's salary, then simply drilled the targets that turned out right.

值了多少

More than 1,400 entrants from over 50 countries — including geophysicists, graduate students, military analysts and consultants who had never set foot in a mine — downloaded the data and submitted target coordinates. The winning entry came from an Australian graphics team that had never seen Red Lake in person but built a 3-D model exposing patterns the site's own geologists hadn't flagged. Contestants identified 110 targets, over 80% of which yielded significant gold, unlocking deposits worth well over $3 billion and taking the company from roughly $100 million in value to a multi-billion-dollar producer within years.

什么时候会失灵

It requires a problem whose bottleneck is analysis rather than capital, labor, or physical access, and a company willing to publish data a rival could also read — that only holds when speed-to-drill matters more than secrecy and legal control of the claim means an outsider spotting the pattern can't just go stake it themselves. It fails for problems where fresh eyes on existing data cannot substitute for the thing actually missing.

后来呢

The Goldcorp Challenge is now a standard teaching case in open-innovation courses, cited alongside InnoCentive and the Netflix Prize as proof that publishing a hard problem's raw data to strangers can out-perform paying the same specialists to solve it internally — the model has since been copied by oil and gas exploration, pharmaceutical drug-target hunts and government R&D challenges.

资料来源

1. [1]He Struck Gold on the Net (Really)Fast Company, 2002fastcompany.com
2. [2]Gold Rush CrowdsourcingHarvard Business School — Digital Innovation and Transformation, 2016d3.harvard.edu

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