Kled AI secures $12M data deal over 2 years, pushes marketplace into profitability and accelerates hiring plans

$6M/year of contracted demand is the part DePIN data networks usually hand-wave with emissions. If Kled can double Trace uploads without nuking quality, it starts looking like a cash-flowing DataDAO template: pay humans for scarce, consented data, sell it to model buyers, then spend the margin on fraud detection instead of bribing supply with a token. The hard part is still provenance and revocation; Mercor’s contractor-data lawsuits showed how fast “we anonymize everything” breaks once the dataset contains faces, voice, location, or prior-work artifacts.

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