Systems and methods for providing process automation, artificial intelligence, market aggregation, and an embedded marketplace into a transaction platform

Abstract

Methods and systems are disclosed for providing at least one of transaction-related process automation and artificial intelligence (PAAI), market aggregation, or embedded marketplaces. In particular, methods and systems are disclosed for automating transactions in a transaction environment (e.g., a marketplace or set of marketplaces). Methods and systems are disclosed for managing transactions in a transaction environment (e.g., a marketplace or set of marketplaces). Methods and systems are disclosed for automating the processing of transactions in a transaction environment (e.g., a marketplace or set of marketplaces). Methods and systems are disclosed for automated orchestration of a transaction environment (e.g., a marketplace or set of marketplaces). Methods and systems are disclosed for service augmentation in a transaction environment (e.g., a marketplace or set of marketplaces).

Claims

1. 1. A computer-implemented method for automating transactions in a transaction environment, comprising: generating, by a processing system, a digital twin of a marketplace, the digital twin being a digital representation of a structure of the marketplace, the structure being representative of a set of entities of the marketplace, including items in the marketplace, parties in the marketplace, and one or more Internet of Things (IoT) devices associated with each of the parties in the marketplace; and identifying, by the processing system, usage of one of the items by at least one of the parties or requests for one of the items by one of the parties by implementing the digital twin of the marketplace; and facilitating, by the processing system, a transaction between at least one of the parties providing at least one of the items and at least one of the parties having the use or the request for at least one of the items based on the identification; A method comprising:

2. The digital twin of the marketplace includes: the items in the marketplace, including at least one of a current price for each of the items, a price history for each of the items, an order history for each of the items, or a service history for each of the items; the parties in the marketplace, including at least one of their respective transaction histories, their respective risk profiles, their respective social data, or their respective item portfolios; one or more IoT devices associated with each of the parties in the marketplace, including at least one of the type of each of the one or more IoT devices or the capabilities of each of the one or more IoT devices; 2. The method of claim 1, wherein the information is generated based on information about the

3. placing, by the processing system, an order for the given item for the given party based on the identification; and processing, by the processing system, automatic payment for the order using the given party's payment information; 3. The method of claim 2, further comprising:

4. predicting, by the processing system, a price for a given item in the marketplace for a predetermined time period by implementing the digital twin of the marketplace; 3. The method of claim 2, further comprising:

5. estimating, by the processing system, a minimum predicted price for the given item for the predetermined time period based on the prediction; determining, by the processing system, a price difference between the minimum forecasted price for the given item and a current price for the given item; and if the price difference is equal to or greater than a predetermined price threshold, scheduling, by the processing system, an order for the given item at a time corresponding to the lowest predicted price for the given item; 5. The method of claim 4, further comprising:

6. defining, by the processing system, at least one of the time period or the price threshold based on the urgency of the request for the given item by implementing the digital twin of the marketplace; 6. The method of claim 5, further comprising:

7. determining, by the processing system, a current demand for a given item in the marketplace by implementing the digital twin of the marketplace; and adapting, by the processing system, a current price for the given item in the marketplace based on the current demand; 3. The method of claim 2, further comprising:

8. determining, by the processing system, a forecasted demand for a given item within the marketplace by implementing the digital twin of the marketplace; and generating, by the processing system, inventory forecasts for one or more of the parties providing the given item based on the forecasted demand; 10. The method of claim 1, further comprising:

9. determining, by the processing system, a forecasted demand for a given item within the marketplace by implementing the digital twin of the marketplace; and generating, by the processing system, procurement orders for the given item to one or more of the parties that manufacture the given item on behalf of one or more of the parties that provide the given item to consumers based on the forecasted demand; 10. The method of claim 1, further comprising:

10. 10. The method of claim 1, wherein the digital twin of the marketplace is a web of digital twins of the parties within the marketplace.

11. 1. A computing system for automating transactions in a transaction environment, comprising: a processing system, the processing system comprising: generating a digital twin of a marketplace, the digital twin being a digital representation of a structure of the marketplace, the structure being representative of a set of entities of the marketplace, including items in the marketplace, parties in the marketplace, and one or more IoT devices associated with each of the parties in the marketplace; identifying usage of one of the items by at least one of the parties or requests for one of the items by one of the parties by implementing the digital twin of the marketplace; and facilitating a transaction between at least one of the parties providing at least one of the items and at least one of the parties having said use or said request for at least one of the items based on said identification; 1. A system configured to:

12. The processing system includes: the items in the marketplace, including at least one of a current price for each of the items, a price history for each of the items, an order history for each of the items, or a service history for each of the items; the parties in the marketplace, including at least one of their respective transaction histories, their respective risk profiles, their respective social data, or their respective item portfolios; one or more IoT devices associated with each of the parties in the marketplace, including at least one of the type of each of the one or more IoT devices or the capabilities of each of the one or more IoT devices; 12. The system of claim 11, configured to generate the digital twin of the marketplace based on information about.

13. The processing system further comprises: ordering a given item for a given party based on said identification; process automatic payment for the order using the given party's payment information; 13. The system of claim 12, wherein the system is configured to:

14. The processing system further comprises: Implementing the digital twin of the marketplace to predict the price of a given item within the marketplace for a predetermined time period; 13. The system of claim 12, wherein the system is configured to:

15. The processing system further comprises: estimating a minimum predicted price for the given item for the predetermined time period based on the prediction; identifying a price difference between the minimum forecasted price for the given item and the current price for the given item; if the price difference is greater than or equal to a predetermined price threshold, scheduling an order for the given item at a time corresponding to the lowest forecasted price for the given item; 15. The system of claim 14, wherein the system is configured to:

16. The processing system further comprises: implementing the digital twin of the marketplace to define at least one of the time period and the price threshold based on the urgency of the request for the given item; 16. The system of claim 15, wherein the system is configured to:

17. The processing system further comprises: determining current demand for a given item within the marketplace by implementing the digital twin of the marketplace; adapting a current price for the given item in the marketplace based on the current demand; 13. The system of claim 12, wherein the system is configured to:

18. The processing system further comprises: determining a forecasted demand for a given item within the marketplace by implementing the digital twin of the marketplace; generating an inventory forecast for one or more of the parties providing the given item based on the forecasted demand; 12. The system of claim 11, wherein the system is configured to:

19. The processing system further comprises: determining a forecasted demand for a given item within the marketplace by implementing the digital twin of the marketplace; generating a procurement order for the given item to one or more of the parties that manufacture the given item on behalf of one or more of the parties that provide the given item to consumers based on the forecasted demand; 12. The system of claim 11, wherein the system is configured to:

20. 12. The system of claim 11, wherein the digital twin of the marketplace is a web of digital twins of the parties within the marketplace.

21. 1. A computer-implemented method for automating transactions in a transaction environment, comprising: generating, by a processing system, a digital twin of a transaction environment, said digital twin being a digital representation of a structure of said transaction environment, said structure having a set of entities and a set of relationships between said entities of said transaction environment; determining, by the processing system, utilization of the set of entities by implementing the digital twin of the transaction environment; and facilitating, by the processing system, a transaction between at least one of the set of entities based on the determination; A method comprising:

22. the set of entities includes items in the transaction environment, parties in the transaction environment, and one or more IoT devices associated with each of the parties in the transaction environment; the use of the set of entities includes use of one of the items by at least one of the parties or a request for one of the items by one of the parties by implementing the digital twin of the transaction environment; facilitating the transaction includes facilitating a transaction between at least one of the parties providing at least one of the items and at least one of the parties having the use or the request for at least one of the items; 22. The method of claim 21 .

23. 22. The method of claim 21, wherein the digital twin of the transaction environment is a representation that indicates at least one of entity types, transacting entities, regulatory entity types, or regulatory relationships between entities.

24. 1. A computer-implemented method for managing transactions in a transaction environment, comprising: generating, by a processing system, a digital twin of a marketplace, the digital twin being a digital representation of a structure of the marketplace, the structure having a set of entities of the marketplace including one or more of traders within the marketplace, trading authorities within the marketplace, lending authorities within the marketplace, and regulatory authorities within the marketplace; generating, by the processing system, a trained artificial intelligence (AI) model based on transaction data for the marketplace; monitoring the transactions in the marketplace in near real time with the AI ​​model; and implementing, by the processing system, the AI ​​model to define a rules framework within the digital twin for executing transactions between each of one or more of the traders in the marketplace, the trading authorities in the marketplace, the lending authorities in the marketplace, and the regulatory authorities in the marketplace based on the monitoring; A method comprising:

25. implementing, by the processing system, the AI ​​model in an edge computing arrangement associated with the marketplace such that the AI ​​model monitors the transactions in the marketplace in near real time; 25. The method of claim 24, further comprising:

26. implementing, by the processing system, the AI ​​model to identify at least one pattern in the transactions for each of one or more of the traders in the marketplace; and generating, by the processing system, a risk profile for each of the one or more traders in the marketplace based on the at least one identified pattern; 25. The method of claim 24, further comprising:

27. executing, by the processing system, a given transaction between a given trader and a given trading authority based on the risk profile of the given trader and the rule framework defined therebetween; 27. The method of claim 26, further comprising:

28. implementing, by the processing system, the AI ​​model to identify at least one pattern in the transactions for each of one or more of the traders in the marketplace; generating, by the processing system, a lending profile for each of the one or more traders in the marketplace based on the at least one identified pattern; 25. The method of claim 24, further comprising:

29. executing, by the processing system, a given transaction between a given transactor and a given lending authority based on the lending profile of the given transactor and the rule framework defined therebetween; 30. The method of claim 28, further comprising:

30. implementing, by the processing system, the AI ​​model to identify at least one pattern in the transactions for each of one or more of the traders in the marketplace; generating, by the processing system, a compliance profile for each of the one or more traders in the marketplace based on the at least one identified pattern; 25. The method of claim 24, further comprising:

31. executing, by the processing system, a given transaction between a given trader and a given regulatory authority based on the compliance profile of the given trader and the rule framework defined therebetween; 31. The method of claim 30, further comprising:

32. sharing, by the processing system, via a distributed ledger, a profile of each of the one or more traders with at least one of the one or more trading authorities in the marketplace, the one or more lending authorities in the marketplace, or the one or more regulatory authorities in the marketplace; 25. The method of claim 24, further comprising:

33. obtaining, by the processing system, permission from each of the one or more traders to share the corresponding profile with at least one of the one or more trading authorities within the marketplace, the one or more lending authorities within the marketplace, or the one or more regulatory authorities within the marketplace; 33. The method of claim 32, further comprising:

34. masking, by the processing system, one or more predetermined personal information from the corresponding profile of each of the one or more transactors prior to sharing; 34. The method of claim 33, further comprising:

35. tokenizing, by the processing system, a given transaction in the marketplace; and embedding, by the processing system, the tokenized given transaction into a given smart contract; 25. The method of claim 24, further comprising:

36. utilizing, by the processing system, a smart contract to automate a given transaction between any two of one or more of the traders in the marketplace, one or more of the trading authorities in the marketplace, one or more of the lending authorities in the marketplace, or one or more of the regulatory authorities in the marketplace by implementing the AI ​​model based on instructions defined in the smart contract; 25. The method of claim 24, further comprising:

37. implementing, by the processing system, the AI ​​model to regulate one or more individual AI models associated with one or more of the trading authority in the marketplace, the lending authority in the marketplace, and the regulatory authority in the marketplace; 25. The method of claim 24, further comprising:

38. said processing system enabling a human user to flag a given one of said monitored transactions; training the AI ​​model based on the given transactions flagged by the processing system; and implementing, by the processing system, the AI ​​model to flag one or more of the monitored transactions based on the training; 25. The method of claim 24, further comprising:

39. analyzing, by the processing system, the monitored transactions to identify at least one of the size, structure, or timing of credit issuances by a given lending authority to a given transactor in the marketplace; 25. The method of claim 24, further comprising:

40. generating, by the processing system, a verifiable action token for the transaction on the marketplace; 25. The method of claim 24, further comprising:

41. defining, by the processing system, for the lending authority, a credit line to be provided to each of the traders in the marketplace based on the transaction data and the monitoring of transactions in the marketplace by implementing the AI ​​model; 25. The method of claim 24, further comprising:

42. 1. A computing system for managing transactions in a transaction environment, comprising: a processing system, the processing system comprising: generating a digital twin of a marketplace, the digital twin being a digital representation of a structure of the marketplace, the structure having a set of entities of the marketplace including one or more of traders within the marketplace, trading authorities within the marketplace, lending authorities within the marketplace, and regulators of the marketplace; generating an artificial intelligence (AI) model trained based on transaction data for the marketplace; monitoring the transactions in the marketplace in near real time with the AI ​​model; and implementing the AI ​​model to define within the digital twin a rules framework for executing transactions between each of one or more of the traders within the marketplace, the trading authorities within the marketplace, the lending authorities within the marketplace, and the regulatory authorities within the marketplace based on the monitoring; 1. A system configured to:

43. The processing system further comprises: Implementing the AI ​​model in an edge computing arrangement associated with the marketplace such that the AI ​​model monitors the transactions on the marketplace in near real time.

43. The system of claim 42, configured to:

44. The processing system further comprises: implementing the AI ​​model to identify at least one pattern in the transactions of each of the traders in the marketplace; generating a risk profile for each of the traders in the marketplace based on the at least one pattern identified; 43. The system of claim 42, configured to:

45. The processing system further comprises: executing a given transaction between a given trader and a given trading authority based on the risk profile of the given trader and the rule framework defined therebetween; 45. The system of claim 44, configured to:

46. The processing system further comprises: implementing the AI ​​model to identify at least one pattern in the transactions of each of the traders in the marketplace; generating a lending profile for each of the traders in the marketplace based on the at least one pattern identified; 43. The system of claim 42, configured to:

47. The processing system further comprises: executing a given transaction between a given transactor and a given lending authority based on the lending profile of the given transactor and the rule framework defined therebetween; 47. The system of claim 46, configured to:

48. The processing system further comprises: Implementing the AI ​​model to identify at least one pattern in the transactions of each of the traders in the marketplace; generating a compliance profile for each of the traders in the marketplace based on the at least one pattern identified; 43. The system of claim 42, configured to:

49. The processing system further comprises: Executing a given transaction between a given trader and a given regulatory authority based on the compliance profile of the given trader and a rule framework defined therebetween; 49. The system of claim 48, configured to:

50. The processing system further comprises: sharing, via a distributed ledger, a profile of each of the one or more traders with at least one of the one or more trading authorities in the marketplace, the one or more lending authorities in the marketplace, or the one or more regulatory authorities in the marketplace; 43. The system of claim 42, configured to:

51. The processing system further comprises: obtaining permission from each of the one or more traders to share the corresponding profile with the at least one of the one or more trading authorities in the marketplace, the one or more lending authorities in the marketplace, or the one or more regulatory authorities in the marketplace; 51. The system of claim 50, configured to:

52. The processing system further comprises: masking one or more predetermined personal information from the corresponding profile of each of the transactors prior to sharing; 52. The system of claim 51, configured to:

53. The processing system further comprises: tokenizing a given transaction in the marketplace; Embedding the tokenized given transaction into a given smart contract; 43. The system of claim 42, configured to:

54. The processing system further comprises: Utilizing a smart contract to automate a given transaction between any two of one or more of the traders in the marketplace, one or more of the trading authorities in the marketplace, one or more of the lending authorities in the marketplace, or one or more of the regulatory authorities in the marketplace by implementing the AI ​​model based on instructions defined in the smart contract; 43. The system of claim 42, configured to:

55. The processing system further comprises: Implementing the AI ​​model to regulate one or more individual AI models associated with one or more of the trading authority in the marketplace, the lending authority in the marketplace, or the regulatory authority in the marketplace; 43. The system of claim 42, configured to:

56. The processing system further comprises: enabling a human user to flag a given one of the monitored transactions; training the AI ​​model based on the given flagged transactions; Implementing the AI ​​model to flag one or more of the monitored transactions based on the training; 43. The system of claim 42, configured to:

57. The processing system further comprises: analyzing the monitored transactions to identify at least one of the size, structure, or timing of credit issuances by a given lending authority to a given transactor in the marketplace; 43. The system of claim 42, configured to:

58. The processing system further comprises: generating a verifiable action token for the transaction on the marketplace; 43. The system of claim 42, configured to:

59. The processing system further comprises: implementing the AI ​​model to define, for the lending authority, a credit line to be provided to each of the traders in the marketplace based on the transaction data and the monitoring of transactions in the marketplace; 43. The system of claim 42, configured to:

60. 1. A computer-implemented method for managing transactions in a transaction environment, comprising: generating, by a processing system, a digital twin of the transaction environment, the digital twin being a digital representation of a structure of the transaction environment, the structure having a set of entities of the transaction environment and a set of relationships between the entities; generating, by the processing system, a trained artificial intelligence (AI) model based on transaction data for the transaction environment; monitoring the transactions in the transaction environment in near real time with the AI ​​model; and implementing, by the processing system, the AI ​​model to define a rules framework in the digital twin for executing transactions in the transaction environment based on the monitoring; A method comprising:

61. 61. The method of claim 60, wherein the set of entities includes one or more of parties in the transaction environment, trading authorities in the transaction environment, financing authorities in the transaction environment, or regulatory authorities in the transaction environment, and wherein defining the rule framework includes defining in the digital twin the rule framework for executing transactions between each of the at least one or more of the parties in the transaction environment, trading authorities in the transaction environment, financing authorities in the transaction environment, or regulatory authorities in the transaction environment based on the monitoring by implementing the AI ​​model.

62. 25. The method of claim 24, wherein the digital representation indicates at least one of a type of entity, a trader entity, a regulator entity, or a regulatory relationship between entities.

63. 1. A computer-implemented method for automating transaction processing in a transaction environment, comprising: generating, by a processing system, an artificial intelligence (AI) model trained based on a set of user interactions associated with the one or more transactions in response to the corresponding one or more events in the marketplace; configuring, by the processing system, a robotic process automation (RPA) module to mimic the user interactions by implementing the AI ​​model; monitoring, by the processing system, events in the marketplace in near real time; and implementing the RPA module by the processing system to automatically process transactions in response to a given event in the marketplace in accordance with the monitoring by providing corresponding instructions complementing one or more user interactions required therefor; A method comprising:

64. implementing the RPA module by the processing system to generate an invoice for a given event of delivery completion of one or more items for a given party that delivers one or more items to a party that receives the one or more items; 64. The method of claim 63, further comprising:

65. implementing, by said processing system, said RPA module to process an enrolment of a person for a given event that said person reaches a predetermined age; 64. The method of claim 63, further comprising:

66. Implementing, by the processing system, the RPA module to process at least one transaction of buying, selling, or shorting a security from a securities exchange of the marketplace for a given event of a trigger price; 64. The method of claim 63, further comprising:

67. implementing, by the processing system, the RPA module to process insurance purchases for transactions executed from an insurance exchange of the marketplace for a given event of price change; 64. The method of claim 63, further comprising:

68. Implementing the RPA module by the processing system to trigger an insurance claim in the event of an accident; 64. The method of claim 63, further comprising:

69. 1. A computing system for automating the processing of transactions in a transaction environment, comprising: a processing system, the processing system comprising: generating an artificial intelligence (AI) model trained based on a set of user interactions associated with one or more transactions in response to a corresponding one or more events in the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions by implementing the AI ​​model; monitoring events in the marketplace in near real time; The system is configured to implement the RPA module to automatically process transactions in response to a given event in the marketplace in accordance with the monitoring by providing corresponding instructions complementing one or more user interactions required therefor.

70. The processing system further comprises: Implementing the RPA module to generate an invoice for a given event of delivery completion of one or more items for a given party that delivers one or more items to a party that receives the one or more items; 70. The system of claim 69, configured to:

71. The processing system further comprises: Implementing the RPA module to process the enrollment of a person for a given event that the person reaches a predetermined age; 70. The system of claim 69, configured to:

72. The processing system further comprises: Implementing the RPA module to process at least one of buying, selling, or shorting a security from a securities exchange of the marketplace for a given event of a trigger price; 70. The system of claim 69, configured to:

73. The processing system further comprises: Implementing the RPA module to process insurance purchases for transactions executed from the marketplace insurance exchange for a given event of price change; 70. The system of claim 69, configured to:

74. The processing system further comprises: Implementing the RPA module to trigger an insurance claim in the event of an accident; 70. The system of claim 69, configured to:

75. 1. A computing system for automating the processing of transactions in a transaction environment, comprising: a processing system, the processing system comprising: generating an artificial intelligence (AI) model trained based on one or more transactions in response to one or more events in the marketplace; By implementing the AI ​​model, a robotic process automation (RPA) module is configured, monitoring events in said marketplace in near real time; The system is configured to implement the RPA module to automatically process transactions in response to a given event in the marketplace in accordance with the monitoring by providing corresponding instructions based on one or more recommendations.

76. 1. A computer-implemented method for automated orchestration of a transaction environment, comprising: obtaining, by a processing system, information regarding various items in a marketplace, including information regarding at least one attribute associated with each of the various items; aggregating, by the processing system, one or more items in the marketplace into one or more corresponding aggregate assets based at least in part on at least one attribute associated with each of the items; generating, by the processing system, a digital twin representing the marketplace having the one or more collective assets; and facilitating, by the processing system, one or more transactions for each of the one or more collective assets independently of other one or more collective assets in the marketplace; A method comprising:

77. providing, by said processing system, a set of interface elements for a party to access at least one of said one or more collective assets independently of said other one or more collective assets; 77. The method of claim 76, further comprising:

78. recording, by the processing system, user interactions related to assigning corresponding values ​​as at least one attribute to the various items in the marketplace and aggregating the various items as the one or more collective assets in the marketplace in relation to the assigned values; configuring a robotic process automation (RPA) module to mimic the user interactions associated with assigning the corresponding values ​​to the various items and aggregating the various items into the one or more collective assets by the processing system; and implementing, by the processing system, the RPA module to automatically assign values ​​to given items in the marketplace and automatically aggregate one or more given items into one or more collective assets based on the automatically assigned values ​​in the marketplace; 77. The method of claim 76, further comprising:

79. recording, by the processing system, as one of the one or more transactions, a user interaction related to a conversion of value of the one or more collective assets from one of the exchanges within the marketplace to another of the exchanges within the marketplace; configuring, by the processing system, a robotic process automation (RPA) module to mimic the user interactions associated with the transformation of value of the one or more collective assets; and implementing, by the processing system, the RPA module to automatically convert a first value of a given aggregate asset represented on a first exchange to a second value of the given aggregate asset represented on a second exchange; 77. The method of claim 76, further comprising:

80. recording, by the processing system, as one of the one or more transactions, a user interaction related to the generation of tokens for transferring the one or more collective assets represented on one of the exchanges within the marketplace to be represented on another one of the exchanges within the marketplace; configuring, by the processing system, a robotic process automation (RPA) module to mimic the user interactions associated with generating the tokens for the one or more collective assets; and implementing, by the processing system, the RPA module to automatically generate tokens for a given collective asset represented on a first exchange and transfer the given collective asset to be represented on a second exchange; 77. The method of claim 76, further comprising:

81. recording, by the processing system, as one of the one or more transactions, user interactions related to generation of a digital representation of a set of rights for the one or more collective assets in the marketplace based on at least one of a set of smart contracts and a set of terms associated with various collective assets; configuring, by the processing system, a robotic process automation (RPA) module to mimic the user interactions associated with the generation of a digital representation of a set of rights for the one or more collective assets; and implementing, by the processing system, the RPA module to automatically generate a digital representation of a set of rights for a given collective asset in the marketplace based on at least one of the set of smart contracts and the set of conditions associated with the given collective asset; 77. The method of claim 76, further comprising:

82. recording, by the processing system, as one of the one or more transactions, user interactions associated with orchestrating a set of transaction workflows for the one or more collective assets, the set including initiating a first set of actions at at least one exchange in response to triggering a second set of actions at at least one other exchange within the marketplace; configuring, by the processing system, a robotic process automation (RPA) module to mimic the user interactions associated with the orchestration of a set of transaction workflows for the one or more collective assets; and implementing, by the processing system, the RPA module to automatically orchestrate a set of transaction workflows for a given collective asset by initiating a first set of actions at the at least one exchange in response to triggering a second set of actions at the at least one other exchange within the marketplace; 77. The method of claim 76, further comprising:

83. recording, by the processing system, a user interaction related to adjusting timing of delivery of the one or more aggregate assets as one of the one or more transactions based on at least one of transaction parameters or network performance parameters in the marketplace; configuring, by the processing system, a robotic process automation (RPA) module to mimic the user interactions associated with coordinating the timing of delivery of the one or more collective assets; and implementing, by the processing system, the RPA module to automatically adjust the timing of delivery of a given aggregate asset based on at least one of the transaction parameters in the marketplace or the network performance parameters; 77. The method of claim 76, further comprising:

84. recording, by the processing system, user interactions related to determining demand for the various items in the marketplace as the at least one attribute and aggregating the various items in relation to the demand as the one or more aggregate assets in the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions associated with determining demand for the various items and aggregating the various items into the one or more collective assets by the processing system; and implementing, by the processing system, the RPA module to automatically determine demand for given items in the marketplace and automatically aggregate one or more given items into one or more aggregate assets based on their automatically determined demand in the marketplace; 77. The method of claim 76, further comprising:

85. recording, by the processing system, user interactions related to curating a set of microtransactions for the one or more collective assets and processing the curated set of microtransactions as a single transaction for the one or more collective assets as one of the one or more transactions in the marketplace; configuring, by the processing system, a robotic process automation (RPA) module to mimic the user interactions associated with curating the set of microtransactions for the one or more collective assets and processing the curated set of microtransactions as the single transaction for the one or more collective assets; and implementing, by the processing system, the RPA module to automatically curate a set of microtransactions for a given collective asset and process the automatically curated set of microtransactions as a single transaction in the marketplace; 77. The method of claim 76, further comprising:

86. 1. A system for automated orchestration of a transaction environment, comprising: a processing system, the processing system comprising: obtaining information about various items in the marketplace, including information about at least one attribute associated with each of the various items; aggregating one or more items in the marketplace into one or more corresponding aggregate assets based at least in part on the at least one attribute associated with each of the items; generating a digital twin representing the marketplace with the one or more collective assets; facilitating one or more transactions for each of the one or more collective assets independently of other one or more collective assets in the marketplace; A system configured as follows.

87. The processing system further comprises: providing a set of interface elements for parties to access at least one of said one or more collective assets independently of said other one or more collective assets; 87. The system of claim 86, configured to:

88. The processing system further comprises: recording user interactions associated with assigning corresponding values ​​for the at least one attribute to the various items in the marketplace and aggregating the various items into one or more aggregate assets in the marketplace in association with the assigned values; configuring a robotic process automation (RPA) module to mimic user interactions associated with assigning the corresponding values ​​to the various items and aggregating the various items into the one or more collective assets; Implementing the RPA module to automatically assign values ​​to given items in the marketplace and automatically aggregate one or more given items into one or more collective assets based on the automatically assigned values ​​in the marketplace.

87. The system of claim 86, configured to:

89. The processing system further comprises: recording, as one of the one or more transactions, a user interaction related to a conversion of value of the one or more collective assets from one of the exchanges within the marketplace to another of the exchanges within the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions associated with the transformation of value of the one or more collective assets; Implementing the RPA module to automatically convert a first value of a given aggregate asset represented on a first exchange to a second value of the given aggregate asset represented on a second exchange; 87. The system of claim 86, configured to:

90. The processing system further comprises: recording, as one of the one or more transactions, a user interaction related to the generation of a token for transferring the one or more collective assets represented on one of the exchanges within the marketplace to be represented on another one of the exchanges within the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions associated with generating the tokens for the one or more collective assets; Implementing the RPA module to automatically generate tokens for a given collective asset represented on a first exchange and transfer the given collective asset to be represented on a second exchange; 87. The system of claim 86, configured to:

91. The processing system further comprises: recording, as one of the one or more transactions, user interactions related to the generation of a digital representation of a set of rights for one or more collective assets within the marketplace based on at least one of a set of smart contracts and a set of terms associated with various collective assets; configuring a robotic process automation (RPA) module to mimic the user interactions associated with the generation of the digital representation of the set of rights for the one or more collective assets; Implementing the RPA module to automatically generate a digital representation of a set of rights for a given collective asset in the marketplace based on at least one of the set of smart contracts and the set of conditions associated with the given collective asset.

87. The system of claim 86, configured to:

92. The processing system further comprises: recording, as one of the one or more transactions, user interactions associated with orchestrating a set of transaction workflows for the one or more collective assets, including initiating a first set of actions at at least one exchange in response to triggering a second set of actions at at least one other exchange within the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions associated with the orchestration of a set of transaction workflows for the one or more collective assets; implementing the RPA module to automatically orchestrate a set of transaction workflows for a given collective asset by initiating a first set of actions at the at least one exchange in response to triggering a second set of actions at the at least one other exchange within the marketplace; 87. The system of claim 86, configured to:

93. The processing system further comprises: recording, for one of the one or more transactions, user interactions related to adjusting timing of delivery of the one or more collective assets based on at least one of transaction parameters or network performance parameters in the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions related to coordinating the timing of delivery of the one or more collective assets; Implementing the RPA module to automatically adjust the timing of delivery of a given aggregate asset based on at least one of the transaction parameters in the marketplace or the network performance parameters.

87. The system of claim 86, configured to:

94. The processing system further comprises: recording user interactions related to determining demand for the various items in the marketplace as the at least one attribute and aggregating the various items in relation to the demand as the one or more aggregate assets in the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions associated with determining demand for the various items and aggregating the various items into the one or more collective assets; Implementing the RPA module to automatically determine demand for given items in the marketplace and automatically aggregate one or more given items into one or more aggregate assets based on their automatically determined demand in the marketplace; 87. The system of claim 86, configured to:

95. The processing system further comprises: recording user interactions related to curating a set of microtransactions for the one or more collective assets and processing the curated set of microtransactions as a single transaction for the one or more collective assets as one of the one or more transactions in the marketplace; configuring a robotic process automation (RPA) module to mimic the user interactions associated with curating the set of microtransactions for the one or more collective assets and processing the curated set of microtransactions as the single transaction for the one or more collective assets; Implementing the RPA module to automatically curate a set of microtransactions for a given collective asset and process the automatically curated set of microtransactions as a single transaction in the marketplace.

87. The system of claim 86, configured to:

96. 1. A computer-implemented method for service augmentation in a transaction environment, comprising: generating, by a processing system, a digital twin of a marketplace, the digital twin being a digital representation of a set of parties in the marketplace and a set of services available in the marketplace; monitoring, by the processing system, service transactions between the set of parties in the marketplace; analyzing, by the processing system, based on the monitoring, a nature of current service transactions by a given party of the set of parties in the marketplace; determining, by the processing system, from the set of services, supplementary services relevant to the current service transaction that are suitable for the given party based on the nature of the current service transaction by implementing the digital twin; and providing, by said processing system, said supplementary service recommendation to said given party; A method comprising:

97. generating, by the processing system, an artificial intelligence (AI) model trained based on information regarding relationships between different services in the set of services available in the marketplace; implementing, by the processing system, the AI ​​model to determine, from the set of services, the supplementary services relevant to the current service transaction and suitable for the given party; 97. The method of claim 96, further comprising:

98. 97. The method of claim 96, wherein the supplemental services include at least one of warranty services, insurance services, loan services, discount services, promotional services, verification services, validation services, sponsorship services, reward services, tax services, fraud warning services, or compliance services.

99. 97. The method of claim 96, wherein the supplementary service is a value-added service.

100. 97. The method of claim 96, wherein one of the parties in the set of parties in the marketplace is a consumer including at least one of an individual, a business, a machine, real estate, a manufacturer, or an asset owner.

101. 97. The method of claim 96, wherein one of the parties in the set of parties in the marketplace is a service provider, including at least one of a merchant, a payment provider, a guarantor, an identity manager, an insurance company, a banker, a lender, a host, or a presenter.

102. 102. The method of claim 101, wherein the set of services offered in the marketplace is configurable by the service provider.

103. 97. The method of claim 96, wherein analyzing the nature of the current service transaction includes estimating interconnectivity of other transactional services related to the current service transaction, and wherein the supplemental service is determined based on the estimated interconnectivity of the other transactional services.

104. 97. The method of claim 96, wherein analyzing the nature of the current service transaction includes estimating similarities of other transaction services related to the current service transaction by other parties in the set of parties in the marketplace, and wherein the supplemental service is determined based on the estimated similarities of the other transaction services.

105. 97. The method of claim 96, wherein the marketplace is a virtual environment.

106. 1. A system for service augmentation in a transaction environment, comprising: a processing system, the processing system comprising: generating a digital twin of a marketplace, the digital twin being a digital representation of a set of parties in the marketplace and a set of services available in the marketplace; monitoring service transactions between the set of parties in the marketplace; analyzing, based on said monitoring, a nature of current service transactions by a given party of said set of parties in said marketplace; determining, from the set of services, supplementary services relevant to the current service transaction that are suitable for the given party based on the nature of the current service transaction by implementing the digital twin; and providing a recommendation of said supplementary services to said given party; 1. A system configured to:

107. The processing system further comprises: generating an artificial intelligence (AI) model trained based on information regarding relationships between different services among the set of services available in the marketplace; Implementing the AI ​​model to determine, from the set of services, the supplementary services relevant to the current service transaction that are suitable for the given party; 107. The system of claim 106, configured to:

108. 107. The system of claim 106, wherein the supplemental services include at least one of warranty services, insurance services, loan services, discount services, promotional services, verification services, validation services, sponsorship services, reward services, tax services, fraud warning services, or compliance services.

109. 107. The system of claim 106, wherein the supplementary service is a value-added service.

110. 107. The system of claim 106, wherein one of the parties in the set of parties in the marketplace is a consumer including at least one of an individual, a business, a machine, real estate, a manufacturer, or an asset owner.

111. 107. The system of claim 106, wherein one of the parties in the set of parties in the marketplace is a service provider, including at least one of a merchant, a payment provider, a guarantor, an identity manager, an insurance company, a banker, a lender, a host, or a presenter.

112. 112. The system of claim 111, wherein the set of services offered in the marketplace is configurable by the service provider.

113. 107. The system of claim 106, wherein analyzing the nature of the current service transaction includes estimating interconnectivity of other transactional services related to the current service transaction, and wherein the supplemental service is determined based on the estimated interconnectivity of the other transactional services.

114. 107. The system of claim 106, wherein analyzing the nature of the current service transaction includes estimating similarities of other transaction services related to the current service transaction by other parties in the set of parties in the marketplace, and wherein the supplemental service is determined based on the estimated similarities of the other transaction services.

115. 107. The system of claim 106, wherein the marketplace is a virtual environment.

Images