AI isn’t about speed of work. It changes what work is even necessary.
For years, finance invested in faster reports, richer dashboards, more interactive spreadsheets.
But reports were never the goal.
What people actually want is:
– an answer
– an insight
– enough clarity to make a decision
AI doesn’t make reporting faster.
It makes large parts of it unnecessary.
In this article, I explain why “LLM + datalake” fails in practice, why context matters more than models, and what it took to build AI-ready financial infrastructure in the real world.
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