The client was manufacturing through 2,300 partners at 7,700 individual facilities spanning 35 countries, at least to the best of their knowledge. At best, a constantly-changing vendor list across multiple divisions was difficult to harmonize, especially in regions without uniform names and addresses. At worst, such ambiguities would be taken advantage of: A fraudulent actor might overproduce a branded design for sale in gray markets, get caught, and then simply rename themselves to reapply. Such actors were typically also unscrupulous and irresponsible about working conditions, pay, safety, and child and forced labor, posing serious and unknown risks to the brand.
Extrasensory worked with the head of supply chain and his team to understand the patterns of unstructured data collection, standardization, and maintenance used by the supply chain function. To gain a deeper understanding of the data as collected, Extrasensory arranged to send a representative to 12 of the client's suppliers in China and profiled them according to the client's process. A proposed solution was designed and prototyped as follows:
In total, over 21,000 businesses and facilities supplying 21 brands, including the client, were identified and cataloged into the directory. 38% percent of the client's vendor list was corroborated by another brand, and 77% could be geo-located. The client was now ready to take defined steps to engage the suppliers in the improvement process: Claim or create a profile in the directory, complete all relevant fields including photos, and arrange a site visit by a representative. By conducting the process in public, transparency and trust were assured.
Gathering and alignment of technical requirements with management strategy and vision.
State-of-the-art methods maximizing the value of proprietary data.
Modeling of ambiguous records and their likely mappings onto real-world entities.
Purposeful collection, transformation, and retention of relevant data.
Reduced supplier surface.
Increased supplier visibility.
Improved supplier compliance.
1While this case study is written from the point of view of Extrasensory, this work was done by the principal consultant as a co-founder prior to the formation of Extrasensory.