What's New in ISLM? A Summary of Recent Developmen...

PritiDhingra · ‎2023 Feb 24

The integration of artificial intelligence (AI) into business processes is currently a major driving force for digital transformation. However, the AI adoption process can be challenging for organizations, with different algorithms, platforms, and technologies to consider. To address these challenges ISLM offers a standardized and unified lifecycle management framework designed to make AI adoption and usage more accessible and more straightforward for our customers. Over the course of time, ISLM has made significant strides forward, with the introduction of new machine learning scenarios that are readily available, as well as increased support for a range of algorithms, technologies, and platforms. The aim of this blog post is to provide a summary of some of the key highlights of recent innovations.

Recently delivered out-of-the box scenarios

Intelligent Scenario	Line of Business	Scenario Type	Release
Sales Order Auto-Completion (SLS_DOC_AUTO_COMPLTN) Helps users in completing sales orders by providing recommendations derived from historical data.	Sales	Side By Side - Data Attribute Recommendation	SAP S/4HANA Cloud 2308 SAP Help Portal
BEI_DAYS_TO_PAYMENT Helps end user get an idea of when the particular business partner would clear their dues.	Service	SAP HANA ML APL	SAP S/4HANA 2022 FPS01 SAP Help Portal
BEI_LATE_FILING This includes content to predict the entities that may not file tax on time	Service	SAP HANA ML APL	SAP S/4HANA 2020 FPS02 SAP Help Portal
BEI_LATE_PAYMENT This includes content to predict which entities may not pay the amount on time	Service	SAP HANA ML APL	SAP S/4HANA 2020 FPS02 SAP Help Portal
BEI_LATE_PAYMT_CLSTR The clustering scenario would provide key insights to the end user which will help them in strategic decision making.	Service	SAP HANA ML PAL	SAP S/4HANA 2022 FPS00 SAP Help Portal
BEI_RECEIVERSHIP This includes content to predict the entities that have a risk of receivership	Service	SAP HANA ML APL	SAP S/4HANA 2020 FPS02 SAP Help Portal
EWM_PTWYCTRL_IND_00 Give warehouse user the capability to predict putaway control indicator based on existing warehouse product master	Supply Chain	SAP HANA ML PAL	SAP S/4HANA 2022 FPS01 SAP Help Portal
EWM_STKRMVL_IND_00 Give warehouse user the capability to predict stock removal indicator based on existing warehouse product master	Supply Chain	SAP HANA ML PAL	SAP S/4HANA 2022 FPS01 SAP Help Portal
EWM_STORSCTN_IND_00 Give warehouse user the capability to predict storage section indicator based on existing warehouse product master	Supply Chain	SAP HANA ML PAL	SAP S/4HANA 2022 FPS01 SAP Help Portal
FLOG_TEXT_EXTRACTION Container ID auto recognition	Supply Chain	Side By Side - Document Information Extraction	SAP S/4HANA 2022 FPS00 SAP Help Portal
MM_PUR_HUB_MATGRP_RC Material Group recommendations are provided for all eligible free text Purchase Requisitions in the Hub system based on existing Purchase Orders which saves time for the Central purchaser.	Sourcing & Procurement	Side By Side - Data Attribute Recommendation	SAP S/4HANA Cloud 2302 SAP Help Portal
SO_AUTO_EXTRACTION Help establish service connection to Document Information Extraction.	Sales	Side By Side - Document Information Extraction	SAP S/4HANA Cloud 2108 SAP S/4HANA 2021 FPS0 SAP Help Portal
FIN_COL_RSK_LTE_PMNT This predictive scenario supports collection specialists in their daily activities. It helps them to assess the future payment behavior of customers. This reduces operational process costs and improves the working capital.	Finance	SAP HANA ML APL	SAP S/4HANA Cloud 2302 SAP Help Portal

Enhanced support for custom creation of new scenario types & algorithms

ISLM now supports creation of custom intelligent scenarios based on:

SAP AI Business Services: Data Attribute Recommendation (DAR)
SAP AI Core
Support for APL Gradient Boosting Algorithm.
SAP AI Business Services: Business Entity Recognition (BER)

Enhanced functionality

ISLM is now enhanced with the following features:

Prerequisite checks for the intelligent scenario that enables you to check whether the SAP-delivered intelligent scenario meets the readiness requirement to train and consume ML scenarios.
SAP delivered intelligent scenarios are enhanced with additional information about consuming business applications. For example, you can view : Scope item, SAP help link, Line of Business, SAP Fiori apps of the business application consuming the AI model.
Schedule training for intelligent scenarios. Once the trainings are scheduled, trainings or model versions are created automatically based on the selected frequency, preselected filters, and parameters.
View deprecated and obsolete intelligent scenarios.
Extensive rollout
We've been conducting rollout sessions to keep our customers informed about the latest news and improvements, Below, you can find links to our rollout sessions that will enable you to stay updated on the latest news and enhancements.
SAP Community Webinar Replays: