Quality of Supply Chain Data

Brought to my attention for comment, good statement of issues:

It’s Time to Address the Poor Quality of Supply Chain Data  in SupplyChainBrain

The reality of global supply chains in recent years has been a sorry affair, but there’s reason for hope.

By their nature, supply chains are notoriously messy, complex and opaque. Fundamental issues remain hidden in the shadows, whether they be child and forced labor, deforestation or the impact of climate change. The outsourcing of production results in a lack of responsibility for poor conditions in facilities. And the failure to achieve visibility into multiple tiers of the supply chain reinforces that lack of accountability.

Access to critical data varies widely among companies. Where it does exist, it’s often affected by a series of fundamental flaws, including:

Poor quality. Basic information, such as the names and addresses of production facilities, can be surprisingly lacking or inaccurate. 

Lack of standardization. Data isn’t being gathered in a standardized way, causing databases to be riddled with errors and duplicates. 

No interoperability. Little thought given to how data can be shared programmatically. Instead, it’s locked away in siloed datasets, without interoperability between systems.

Non-machine-readable formats. Insufficient thought is given to the format in which data is shared. Tables are embedded in websites, data is locked in PDFs, and other non-machine-readable formats are of limited use to anyone trying to make use of it in a practical way.

Unclear licensing. Organizations are left feeling uncertain about the ways in which publicly shared data can be used, as it’s not made clear through licensing terms. This is coupled with the antiquated notion that supply chain data is always proprietary information.

The key to resolving many of these issues might seem surprisingly straightforward. By standardizing and opening up supply chain data and allocating unique, freely accessible IDs to global facilities, companies can realize enormous potential and begin addressing the most challenging social and environmental issues of our time.

Not only is the opening up of supply chain data much needed in order to solve pressing global issues, it’s also imperative for companies to meet a raft of supply chain legislation either already enacted or coming down the track. It includes the European Commission’s Corporate Sustainability Reporting Directive, U.S. Uyghur Forced Labor Prevention Act, Germany’s recently passed Supply Chain Due Diligence Act, and the French Duty of Vigilance Law.  ... '