What Makes a Data Asset Efficiently Priced?

Efficient pricing makes you indifferent between selling and acquiring a data asset. But in such a market, there may be no incentive to trade—perfect efficiency erodes the proprietary value that sustains your business. Alternatively, the market may fail entirely if the cost of transacting outweighs the benefit. So how do you put a price tag on your data asset?