HAI Group Unveils CORE.3 Platform, Introducing Probability of Loss (PoL) Risk Metric for Web3

Source: CryptoDaily Original Title: HAI Group Unveils CORE.3 Platform, Introducing Probability of Loss (PoL) Risk Metric for Web3 Original Link: https://cryptodaily.co.uk/2025/12/hai-group-unveils-core3-platform-introducing-probability-of-loss-pol-risk-metric-for-web3 HAI Group has announced the launch of the CORE.3 risk intelligence platform, which introduces the Web3 sector’s first open, data-driven Probability of Loss (PoL) framework. The platform aims to translate complex on-chain activity into standardized, quantitative risk metrics, offering a new approach to evaluating operational and security risks associated with digital asset projects.

The initial rollout of the CORE.3 platform includes risk assessments for 50 digital asset projects, with plans to expand coverage to over 1,000 projects within the next three months.

At the core of the platform is the PoL metric, a forward-looking numerical score that estimates the probability of financial loss when engaging with a particular crypto project. The metric is designed to offer a structured, data-based alternative to traditional indicators such as Total Value Locked (TVL) or market sentiment, which have historically failed to capture operational vulnerabilities.

A Data-Driven Approach to Risk

According to HAI Group, the PoL framework incorporates over 100 data points across key risk dimensions, including security, financial integrity, operational robustness, reputation, and regulatory compliance. The methodology follows a three-tier structure:

• Conditions (The Evidence): Factual data points such as audit remediation status or admin key management.
• Metrics (The Focus): Grouped assessments in areas such as smart contract risk and reserve transparency.
• Categories (The Weight): Risk prioritization across domains, giving more weight to critical factors like security.

The final PoL score represents a quantifiable risk assessment, where higher scores correspond to a higher probability of loss.

A supplementary component, termed “Proof-of-Opinion,” evaluates subjective indicators such as market relevance or ecosystem adoption. This layer is not factored into the PoL score, preserving the framework’s objectivity and quantitative integrity.

Open Access and Industry Participation

The CORE.3 platform operates as an open-access framework. Projects can either passively observe their scores, which are derived from publicly available data, or actively participate by verifying inputs and addressing identified risks. This model is intended to promote transparency and provide a mechanism for self-regulation within the digital asset ecosystem.

About HAI Group

HAI Group is a global Web3 holding company and the parent entity of the Hacken ecosystem. It manages a portfolio of independent products and services focused on cybersecurity, risk analysis, and blockchain infrastructure, including Hacken, HackenProof, and CER.live. HAI Group supports the development of scalable solutions at the intersection of DeFi, AI, and fintech, with the goal of fostering transparency and trust in the digital asset sector.

About CORE.3

CORE.3 is an independent analytics platform offering a data-driven Probability of Loss (PoL) framework to quantify risk in Web3 projects. Designed as a voluntary, self-regulatory infrastructure for the digital asset industry, CORE.3 provides standardized risk intelligence to support institutional due diligence. The platform is not a ratings agency, and its metrics do not constitute investment advice.