Engine versions

This page lists minor engine versions available to all AML AI customers. For more information on engine version naming, see the engine version glossary entry.

aml-retail.default

This table lists the retail-specific engine versions.

Tuning Major Minor Description Release date Lifecycle stage
v004 008 Latest version: 202411-001
  • Tuning and training processes updated to better align with backtesting.
 November 21, 2024 ACTIVE
007 202410-000
  • New "Unusual counterparty activity" features are introduced to recognize suspicious parties through their inbound and outbound transactions with exited parties.
  • More reliable tuning performance, in particular for small datasets.
  • A new data validation is applied to ensure there are no periods with missing data in Party, Transaction or AccountPartyLink tables.
October 29, 2024 ACTIVE
005 202409-000
  • New recommended field counterparty_account.region_code added to the Transaction table.
  • The new engine version uses this field to account for risks associated with the region of the counterparty account.
 October 01, 2024 ACTIVE
004 202412-000
  • Maintenance release - extends support for this major engine version.
 December 1, 2024 ACTIVE
202408-000
  • Reduction in total requirement for transaction and account data from 41 to 30 months
  • Performance improvements across several feature families, focusing on more recent high risk activity
  • Adjustment to the calculation of the PartyRecall metric in the rare corner case when many customers have the same prediction score and it's not possible to exactly produce the number of partyInvestigationsPerPeriod positive predictions
  • Uses latest FATF high risk geos, published in Jan 2024
 September 16, 2024 ACTIVE
002 202406-000
  • Additional data validation errors with more granular checks and corresponding actionable error messages
  • Improved accuracy and better descriptions for existing data validation checks
  • A bugfix for processing of alert events in the Risk Case Event table
  • Improved reliability of training, prediction and backtesting operations for very large datasets, >> 20 million parties
  • Reduction in time taken for tuning, that is creating an engine config
 July 11, 2024 ACTIVE
001 (DEPRECATED) 202402-000
  • More sensitive skew metric for model and data quality monitoring.
  • Bugfix for recall metrics.
 April 25, 2024 LIMITED
000 (DEPRECATED) 202401-000
  • Adds feature family Importance metric to the model metadata
 March 12, 2024 LIMITED
202312-001
  • Improves usability of party supplementary data by allowing use of human readable party supplementary data IDs
  • Adds support for inheriting hyperparameters instead of re-tuning
March 1, 2024 DECOMMISSIONED
202312-000
  • Supports datasets containing up to 130 million parties
  • Adds KYC and tenure features versus the previous version
December 1, 2023 LIMITED
v003 000 202312-000
  • Improves usability of party supplementary data by allowing use of human readable party supplementary data IDs
  • Adds support for inheriting hyperparameters instead of re-tuning
March 1, 2024 ACTIVE
202311-000
  • Supports datasets containing up to 20 million parties
  • V003 adds improved labeling methodology versus previous versions
November 15, 2023 LIMITED

aml-commercial.default

This table lists the commercial-specific engine versions.

Tuning Major Minor Description Release date Lifecycle stage
v004 008 Latest version: 202411-001
  • Tuning and training processes updated to better align with backtesting.
 November 21, 2024 ACTIVE
007 202410-000
  • New "Unusual counterparty activity" features are introduced to recognize suspicious parties through their inbound and outbound transactions with exited parties.
  • A new data validation is applied to ensure there are no periods with missing data in Party, Transaction or AccountPartyLink tables.
October 29, 2024 ACTIVE
005 202409-000
  • New recommended field counterparty_account.region_code added to the Transaction table.
  • The new engine version uses this field to account for risks associated with the region of the counterparty account.
 October 01, 2024 ACTIVE
004 202412-000
  • Maintenance release - extends support for this major engine version.
 December 1, 2024 ACTIVE
202408-000
  • Reduction in total requirement for transaction and account data from 41 to 30 months
  • Performance improvements across several feature families, focusing on more recent high risk activity
  • Adjustment to the calculation of the PartyRecall metric in the rare corner case when many customers have the same prediction score and it's not possible to exactly produce the number of partyInvestigationsPerPeriod positive predictions
  • Uses latest FATF high risk geos, published in Jan 2024
 September 16, 2024 ACTIVE
002 202406-000
  • Additional data validation errors with more granular checks and corresponding actionable error messages
  • Improved accuracy and better descriptions for existing data validation checks
  • A bugfix for processing of alert events in the Risk Case Event table
  • Improved reliability of training, prediction and backtesting operations for very large datasets, >> 20 million parties
  • Reduction in time taken for tuning, that is creating an engine config
 July 11, 2024 ACTIVE
001 (DEPRECATED) 202402-000
  • More sensitive skew metric for model and data quality monitoring.
  • Bugfix for recall metrics.
 April 25, 2024 LIMITED
000 (DEPRECATED) 202401-001
  • More reliable tuning performance, in particular for small datasets
 March 13, 2024 LIMITED
202401-000
  • Adds feature family Importance metric to the model metadata
 March 12, 2024 DECOMMISSIONED
202312-001
  • Improves usability of party supplementary data by allowing use of human readable party supplementary data IDs
  • Adds support for inheriting hyperparameters instead of re-tuning
March 1, 2024 DECOMMISSIONED
202312-000
  • Supports datasets containing up to 130 million parties
  • Performance neutral versus the previous version
December 1, 2023 LIMITED
v003 000 202312-000
  • Improves usability of party supplementary data by allowing use of human readable party supplementary data IDs
  • Adds support for inheriting hyperparameters instead of re-tuning
March 1, 2024 ACTIVE
202311-000
  • Supports datasets containing up to 20 million parties
  • V003 adds improved labeling methodology versus previous versions
November 15, 2023 LIMITED