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ShildPanel

Practical AI in production and support workflows

Interview figures from four operational examples across reporting, ERP work, competitor analysis and HR.

Production report

8 hours15 minutes

Time reported for preparing a production report.

ERP formulas

12 hours30 minutes

Time reported for the ERP formula task.

Competitor analysis

7 daysUnder 6 hours

Time reported for a competitor analysis.

HR routine

About 30 minutes a day

Daily HR administrative time reported as released.

“Now I have a playbook I can hand to my team to put into practice.”Alexander · Operations Director

Results describe specific reported tasks and programme activity. They are examples for these organisations; outcomes for a new organisation depend on its process, tools, adoption and baseline.

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