The Kalends Blog
Considered perspectives on financial data visualization, multi-agent consensus, and the evolving role of AI in executive decision-making.
What a digital CFO should actually do
A published benchmark put language models in the CFO's chair for eleven simulated years. Only 16% survived; the human experts survived every time, by closing the books. Here is where the line between analysis and authority belongs.
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Why your accounting software is terrible at data visualization
General ledgers were designed for double-entry auditability, not executive decision-making. Here is why legacy financial tools fail at visual signal — and how Kalends fixes that by subtraction.
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Multi-agent consensus in financial analysis: beyond single-prompt LLMs
A single prompt gives financial analysis one point of failure. Published scaling research shows where extra agents help, where they stop helping, and why the stage that contains error is deterministic software rather than another model.
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