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Anna Balandynowicz
1d •
General discussion
Before weekend begin...
I have some questions...
Where do you see the biggest “fake automation” in NAV ops—something branded as automated but still heavily manual behind the scenes?
What’s the one process you’ve “optimised” three times already… and it still keeps coming back?
In your experience, what creates more operational risk: non-standard client promises, or poor upstream data quality?
If you could change one thing tomorrow—system design, data governance, or operating model—which would actually move the needle fastest?
What’s the most common “Alex problem” you’ve seen—one key person holding a critical process together—and why does it keep happening?
Do you think the industry is genuinely reducing exceptions, or just getting faster at managing them?
What would a truly modern NAV production model look like to you—human-led with AI support, or AI-led with human exception handling?
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