Organization Name – Alaya

Category – Artificial Intelligence (AI)

About

powered by irmaAI

Alaya AI solves a specific and unglamorous problem: getting high-quality, diverse training data into AI models without relying on centralized data brokers or synthetic generation that introduces its own distortions. Launched in Singapore in 2023, the platform uses a blockchain-backed decentralized labeling marketplace where contributors earn by providing verified annotations, with swarm intelligence and gamification mechanics to maintain quality at scale.

The problem it addresses is real. AI models are only as good as the data they are trained on, and the bottleneck in the current AI… development cycle is not compute—it is labeled, high-quality, domain-specific training data. The centralized data labeling industry has scale and established quality processes; Alaya’s bet is that decentralization offers diversity advantages (geographic, linguistic, cultural) that centralized operations systematically underrepresent.

VB Transparency Score of 5.33 at the 41.32nd percentile—below the median. RMA Unverified across all seven pillars. MES of 31.72 at a higher percentile, suggesting the platform has found ways to be discovered despite its transparency gaps. Community aggregate rating not recorded.

The legal dimension of AI training data is not trivial. VaaSBlock’s analysis of AI-generated content and IP legality covers adjacent territory: the provenance and licensing status of training data has become a significant legal exposure in the AI space. A platform that positions itself as the quality-controlled alternative to scraped data needs to be explicit about how its contributor content is licensed and what terms protect downstream model trainers. Read More