The tools professionals depend on were never built for machine operators. Velora makes AI work inside them — precisely, accountably, at production depth.
Acting where the work already lives, not beside it.
State, memory, and recovery measured in hours — not turns.
What serious AI work costs, and how to make it viable.
An AI analyst that works inside Excel: it reads the workbook, builds the model, traces the logic, and answers for what it changed.
Visit dezzmond.com →Velora is an applied-AI research lab. We take problems that live deep inside professional software — where precision is not negotiable and mistakes carry names — and build AI systems that hold up there.
Our work ships as products. Dezzmond, an AI analyst for Excel, is the first. What we publish here is what we learn on the way, written to be useful to anyone working the same problems.
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