Kled AI
KLED
Evaluation Score
Overall rating on a scale of 0-10
Dimension Breakdown
AI Analysis
Comprehensive evaluation of the token
KLED (Kled AI) is a Solana-based decentralized data marketplace developed by Nitrility Inc. aimed at connecting human data contributors with AI training pipelines. On the development front, the project demonstrates active execution, including the V2 platform launch in late 2025 and reported user growth past 500,000. However, development remains closed-source and centralized with no public repository or on-chain governance. Community metrics are notably weak (3.0/10), lacking standard organic decentralized hubs like Discord or Telegram, with engagement primarily driven by exchange campaigns. Tokenomics (5.5/10) benefit from a fully circulating supply of ~1B tokens with minimal dilution risk, but rely on discretionary buybacks without enforceable holder rights. Security and Audits (3.5/10) represent a core vulnerability, as the token lacks verified smart-contract security audits and exhibits low website/infrastructure security ratings, though no security exploits, depegs, or regulatory actions have occurred. With no qualifying red-flag events detected, the overall score mathematically aligns with the weighted average of all six evaluated sections.
Development Activity
Code updates and developer engagement
Community Support
Social media presence and community engagement
Tokenomics
Supply, distribution, and utility
Market & Use Case
Value proposition and competitive landscape
Team & Governance
Team background and project governance
Security & Audits
Security history and audit status
About Kled AI (KLED)
KLED (Kled AI) is a utility token on the Solana blockchain associated with a human-data marketplace operated by Nitrility Inc. The platform aims to connect individual data contributors with enterprises requiring verified datasets for artificial intelligence training models. Within the ecosystem, KLED serves as a reward and transactional token for platform utilities, including data verification tasks and experience point conversions.
The project launched its V2 platform in December 2025 and operates with a fully circulating supply of approximately 1 billion tokens. Its token economic model includes a discretionary buyback-and-burn mechanism funded by platform operations, alongside an equity-linked Special Purpose Vehicle (SPV) framework intended to channel value from platform fee activity.
Governance and platform operations remain centralized under Nitrility Inc., with no active on-chain decentralized governance implemented. Notable structural risks include closed-source development without public code repositories and an absence of formal third-party smart contract security audits for the token contract. Third-party infrastructure scans have identified low website security ratings, and the project displays minimal organic community presence on standard decentralized communication platforms.