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Bird 2.0; Rebirth and Refocus

Predictive Analytics for on-chain Web3 Identity and Security

Flight Towards Real-World Use Cases

Going forward, Bird.Money will channel its energy toward high-impact real-world use cases. High among our areas of focus will be to make Bird the go-to predictive analytics solution provider for companies trying to secure the on-chain and off-chain identities of their customers.

Supercharging Web3 Experience with Predictive Analytics for Security

Predictive analytics for on-chain identity comes with several benefits, the most important of which include:

Keeping Tabs on Engagement

Web3-focused predictive analytics can help identify users with the most engagement or network activity. This knowledge can greatly increase the efficiency in target marketing and outreach efforts of companies towards users and enable them to create better features and more intuitive UIs that enhance the user’s experience.

Fraud Detection & Deterrence

Predictive analytics also empowers organizations to pinpoint users that have the most likelihood to be engaged in malicious or even fraudulent activities. The design of security measures and timely law enforcement countermeasures will be made possible and maximally effective as a result.

Identifying High-Value Actors

With many web3 ecosystems built around varying reward systems, predictive analytics’ ability to identify the most valuable users will come in especially handy. This will enable teams to implement pro-rata reward mechanisms and also help easily target these high-value users.

Tracking User Turnover

As projects and even L1s amass adoption, user retention becomes a critical metric for success. With predictive analytics, networks can easily identify which users are most likely to leave, enabling them to create and implement effective retention strategies that keep user turnover to a minimum.

Case in Point

Bird 2.0: Focus Security and Privacy

  • Development of MVP (User On-Chain Rating).
  • Development of full version Swap and Transfer Protocol with built-in security and identity layers.
  • Advanced predictive analytics with off-chain and on-chain data combination.
  • On-chain computation via protocols (Partnerships).



Bird is an Off-Chain Analytics platform for the blockchain, driving innovation with prediction products like the BIRD Score for DeFi lending. Data consumers can access Bird’s analytics products securely through the Bird Analytics Oracle. Read more at

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Usman Salis

FinTech & Crypto Writer | Blockchain | DeFi | NFT | Web3 | Copywriter