Assay Blog

Posts tagged: data brokerage

The Privacy-First Brokerage: Using End-to-End Encryption to Protect Manufacturing IP

The Privacy-First Brokerage: Using End-to-End Encryption to Protect Manufacturing IP

Many manufacturers fear that selling their operational data means exposing their secret sauce. Assay's secure communication protocols ensure that raw industrial data is encrypted at the edge and only decrypted by the authorized buyer.

Logistics and Supply Chain Data as AI Gold: What Makes Shipping, Routing, and Warehouse Data So Valuable

Logistics and Supply Chain Data as AI Gold: What Makes Shipping, Routing, and Warehouse Data So Valuable

Exploring why operational data from logistics networks is among the most sought-after training data for AI, and the unique challenges of brokering data across fragmented supply chains.

Exclusive vs. Non-Exclusive Data Licensing: Business Models That Shape the Industrial AI Data Market

Exclusive vs. Non-Exclusive Data Licensing: Business Models That Shape the Industrial AI Data Market

Breaking down the licensing structures data brokers use, why exclusivity commands a steep premium, and how deal terms affect both sellers and buyers.

The Competitive Landscape of Industrial Data Brokerage in 2026: Who Are the Major Players?

The Competitive Landscape of Industrial Data Brokerage in 2026: Who Are the Major Players?

Mapping the emerging ecosystem of companies brokering industrial data for AI, from niche vertical specialists to large-scale aggregators.

Synthetic vs. Real Industrial Data: Can Generated Datasets Replace the Real Thing?

Synthetic vs. Real Industrial Data: Can Generated Datasets Replace the Real Thing?

Comparing the effectiveness of synthetically generated industrial data against authentic operational data for AI training, and what this means for data brokerage.

The Sovereignty of Data: How Distributed Identity Puts Manufacturers in the Driver's Seat

The era of handing over the keys to your data is over. Through decentralized identity frameworks, Assay allows manufacturers to retain ownership and set granular access permissions for their data streams.

The Hidden Supply Chain Behind AI Training Data: How Industrial Data Moves From Factory Floor to Model

The Hidden Supply Chain Behind AI Training Data: How Industrial Data Moves From Factory Floor to Model

A deep dive into the multi-step journey industrial data takes from factories, warehouses, and power plants to the curated datasets AI companies pay millions for.

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