Percentage of strategic and operational decisions made primarily based on data analysis that is supported by artificial intelligence / machine learning

This measure calculates the percentage of overall strategic and operational decisions that are made primarily based on data analysis that is supported by artificial intelligence / machine learning. Artificial Intelligence (AI) (aka cognitive solutions) is a type of information system that is trained (as opposed to programmed) to continually build knowledge, better than traditional programmable systems at understanding information, at reasoning, and capable of more natural interaction with human beings. This Process Efficiency measure is intended to help companies minimize waste and refine resource consumption related to the process group "Plan for and acquire necessary resources (Supply Chain Planning)".

Benchmark Data

Lock

Sorry! Not all users have access to all of our resources.

Want to unlock access to all of our resources?

Learn about Membership Arrow with stem
Measure Category:
Process Efficiency
Measure ID:
110679
Total Sample Size:
1,821 All Companies
Performers:
25th Median 75th
- - -
Key Performance Indicator:
No
Sample image showing interactive filters for more detailed measure peer group data and an interactive graph.

Compute this Measure

Units for this measure are percent.

Back to Top
Percentage of strategic and operational decisions primarily based on data analysis supported by artificial intelligence / machine learning

Key Terms

There are no key terms associated with this measure.
Back to Top

Measure Scope

Back to Top

Cross Industry (7.4)

  • 4.1.1 - Develop production and materials strategies (10221)
    • 4.1.1.1 - Define manufacturing goals (10229)
    • 4.1.1.2 - Define labor and materials policies (10230)
    • 4.1.1.3 - Define outsourcing policies (10231)
    • 4.1.1.4 - Define capital expense policies (10232)
    • 4.1.1.5 - Define capacities (10233)
    • 4.1.1.6 - Define production network and supply constraints (10234)
    • 4.1.1.7 - Define production process (14193)
    • 4.1.1.8 - Define standard operating procedures (19551)
    • 4.1.1.9 - Define production workplace layout and infrastructure (14194)
  • 4.1.2 - Manage demand for products (10222)
    • 4.1.2.1 - Develop baseline demand forecasts (10235)
    • 4.1.2.2 - Collaborate demand with customers (10236)
    • 4.1.2.3 - Develop demand consensus forecast (10237)
    • 4.1.2.4 - Determine available to promise (10238)
    • 4.1.2.5 - Monitor activity against demand forecast and revise forecast (10239)
    • 4.1.2.6 - Evaluate and revise demand forecasting approach (10240)
    • 4.1.2.7 - Measure demand forecast accuracy (10241)
  • 4.1.3 - Create materials plan (10223)
    • 4.1.3.1 - Create unconstrained plan (10242)
    • 4.1.3.2 - Collaborate with supplier and contract manufacturers (10243)
    • 4.1.3.3 - Identify critical materials and supplier capacity (10244)
    • 4.1.3.4 - Monitor material specifications (10245)
    • 4.1.3.5 - Generate constrained plan (10246)
    • 4.1.3.6 - Define production balance and control (14196)
  • 4.1.4 - Create and manage master production schedule (10224)
    • 4.1.4.1 - Model production network to enable simulation and optimization (20023)
    • 4.1.4.2 - Create master production schedule (20024)
    • 4.1.4.3 - Maintain master production schedule (17041)
  • 4.1.5 - Plan distribution requirements (17042)
    • 4.1.5.1 - Maintain master data (10252)
    • 4.1.5.2 - Determine finished goods inventory requirements at destination (10253)
    • 4.1.5.3 - Determine product storage facility requirements (19555)
    • 4.1.5.4 - Calculate requirements at destination (10254)
    • 4.1.5.5 - Calculate consolidation at source (10255)
    • 4.1.5.6 - Manage collaborative replenishment planning (10256)
    • 4.1.5.7 - Calculate and optimize destination dispatch plan (10258)
    • 4.1.5.8 - Manage dispatch plan attainment (10259)
    • 4.1.5.9 - Calculate and optimize destination load plans (10260)
    • 4.1.5.10 - Manage partner load plan (10261)
    • 4.1.5.11 - Manage cost of supply (10262)
    • 4.1.5.12 - Manage capacity utilization (10263)
  • 4.1.6 - Establish distribution planning constraints (10226)
    • 4.1.6.1 - Establish distribution center layout constraints (10267)
    • 4.1.6.2 - Establish inventory management constraints (10268)
    • 4.1.6.3 - Establish transportation management constraints (10269)
    • 4.1.6.4 - Establish storage management constraints (19558)
  • 4.1.7 - Review distribution planning policies (10227)
    • 4.1.7.1 - Review distribution network (10264)
    • 4.1.7.2 - Establish sourcing relationships (10265)
    • 4.1.7.3 - Establish dynamic deployment policies (10266)
  • 4.1.8 - Develop quality standards and procedures (10368)
    • 4.1.8.1 - Establish quality targets (10371)
    • 4.1.8.2 - Develop standard testing procedures (10372)
    • 4.1.8.3 - Communicate quality specifications (10373)