What if the debate over AI's ability to build a financial model is completely missing the point?
Gaurav K. Verma8 min read
Questioning the Craft
I’ve spent over a decade in financial modeling. I love the craft. So when the world started buzzing about AI, the immediate question was, "Can AI do my job?" And the answer, for now, is no.
AI is still remarkably bad at building a complex, nuanced financial model from scratch. So my job is safe, right? Maybe not. I started asking a more fundamental question, one that gets lost in the noise of AI-powered features and functions: why do we even build these models in the first place?
Think about it. Why does a CFO need an NPV and IRR? To decide between two projects. Why does a founder need a valuation? To know what a piece of their business is worth. Why does an investor project future cash flows? To underwrite a deal.
If AI can make the decision, why do we need build the model?
The Unbundling of the Model Builder
So how does a role like the model builder become obsolete? It's not a single event, but a quiet, systematic dismantling, piece by piece.
Three-Stage to Automated Decisions
How does a complex human process like financial decision-making actually get automated? It happens in three distinct technological stages, a progression that moves beyond the old question of "What if?" to the far more powerful domain of "What's best?"
The "So What": Human & Capital
What does this relentless march of automation mean for the people whose jobs are being dismantled? And where is the smart money placing its bets in this new landscape?
From Model Builder to Decision Architect
So, what is the conclusion? The strategic value in finance is no longer in the artifact—the spreadsheet—but in the outcome: the quality and speed of the decision.
The question you should be asking is not whether to learn a new Excel shortcut, but whether your career is architected around a workflow that is being dismantled. The future does not belong to the model builder, chained to the cells and formulas of a spreadsheet. It belongs to the decision architect—the strategist who can design, interpret, and leverage autonomous systems to drive the enterprise forward. The only remaining question is: will you make the transition?