Bring WhoZoo back and use it to enhance/replace the Skills object. Identify resource best fit and available for project.
Bot to remind users to complete timesheets (remove administrator’s job to send reminders; should work whether user has created timesheet or not; should escalate to resource’s manager after reasonable expiration of user inaction).
Ecosystem for knowledge management and application of lessons learned to. (check on Auros (https://aurosks.com/) as they have an infrastructure which AI/ML could be applied to)
ClickUp<https://clickup.com/>. A PM tool that recently came to market, ClickUp, is truly one-of-a-kind in the project management software industry. While still in beta, its algorithms can already:
(from: https://blog.capterra.com/i-project-manager-the-rise-of-artificial-intelligence-in-the-workplace/)
Fill in blanks – encourage users to provide better info to raise quality of assumptions made by AI to fill in blanks.
AI and user created metadata – the data that may lead to better analysis can’t be limited to the officially created attributes and pick lists that go through formal review/approval processes.
Reading several articles on how AI/ML could be applied to better estimate task durations and manage risk of on-time completion of a WBS. This could be an excellent application to a TOC/CCPM scheduled project, where the buffer durations and their usage estimates are adjusted (e.g. currently, a buffer may lose a 5-days if a task is late 5-days – with AI/ML, this adjustment might be 15 days as the AI/ML may look and find that the resources for following tasks are getting routinely pulled to work on other stuff rather than their scheduled work; the AI/ML might also suggest alternative resources if the behavior of the assigned resources cannot be changed).
Kind regards,
Dale C. Stockman
ZF Friedrichshafen AG
Active & Passive Safety Technology
Braking
12200 Tech Center Drive, Livonia, Michigan 48150 USA
Telefon/Phone +1 734 855-2755, Telefax/Fax +1 734 855-2695
dale.stockman@zf.com<mailto:dale.stockman@zf.com>