Techniques for an automated funding participation blockchain server

A method, comprising:

• deploying, on a blockchain server, self-executing code of a smart contract between a first entity and a second entity, wherein the self-executing code of the smart contract defines at least one configurable rule governing a financial participation status of the second entity in a partnership with the first entity, the at least one configurable rule defining a participation threshold;
• monitoring the financial participation status of the second entity in relation to the participation threshold, wherein the financial participation status is determined based on financial data comprising at least one of asset levels, debt levels, or transaction performance recorded on a blockchain ledger of the blockchain server;
• generating, using a machine learning model trained on historical financial participation data, at least one recommendation for adjusting the participation threshold, wherein the machine learning model is iteratively retrained, in response to detection of new transaction data committed to the blockchain ledger, on the new transaction data such that the machine learning model is refined based on the on-chain transaction data over time;
• in response to determining, based on the at least one recommendation, that an attempted transaction associated with the second entity would cause the financial participation status to exceed the participation threshold, automatically modifying the at least one configurable rule of the self-executing code of the smart contract via the blockchain server, before the attempted transaction is committed to the blockchain ledger, to prevent execution of the attempted transaction on the blockchain ledger;
• and
• automatically executing, via the modified self-executing code of the smart contract on the blockchain server, a corrective on-chain transaction that adjusts the financial participation status to within the participation threshold, the corrective on-chain transaction being recorded on the blockchain ledger.

A computer program product comprising a non-transitory computer readable storage medium storing code, the code being configured to be executable by a processor to perform operations comprising:

• deploying, on a blockchain server, self-executing code of a smart contract between a first entity and a second entity, wherein the self-executing code of the smart contract defines at least one configurable rule governing a financial participation status of the second entity in a partnership with the first entity, the at least one configurable rule defining a participation threshold;
• monitoring the financial participation status of the second entity in relation to the participation threshold, wherein the financial participation status is determined based on financial data comprising at least one of asset levels, debt levels, or transaction performance recorded on a blockchain ledger of the blockchain server;
• generating, using a machine learning model trained on historical financial participation data, at least one recommendation for adjusting the participation threshold, wherein the machine learning model is iteratively retrained, in response to detection of new transaction data committed to the blockchain ledger, on the new transaction data such that the machine learning model is refined based on the on-chain transaction data over time;
• in response to determining, based on the at least one recommendation, that an attempted transaction associated with the second entity would cause the financial participation status to exceed the participation threshold, automatically modifying the at least one configurable rule of the self-executing code of the smart contract via the blockchain server, before the attempted transaction is committed to the blockchain ledger, to prevent execution of the attempted transaction on the blockchain ledger;
• and
• automatically executing, via the modified self-executing code of the smart contract on the blockchain server, a corrective on-chain transaction that adjusts the financial participation status to within the participation threshold, the corrective on-chain transaction being recorded on the blockchain ledger.