Per-prompt model selection
Each prompt is assessed for what its task requires, whether that task is analysis, a decision, a control, or an operation, and the model is selected automatically for that prompt.

Lameh routes each prompt to the model best suited to it, weighing reasoning, accuracy, speed, and cost. New models enter the routing as they are released, so the institution always has access to the leading ones.
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Each prompt is assessed for what its task requires, whether that task is analysis, a decision, a control, or an operation, and the model is selected automatically for that prompt.

Routing weighs four criteria for each prompt. It selects the strongest reasoning and accuracy the task calls for, at the highest speed and lowest cost available.

The set of models is kept current as new ones are released. Each prompt can reach the leading model for its task, and the institution’s work does not depend on any single model.


Lameh gives a bank’s credit, risk, and finance functions one record of its customers, exposures, and reported figures.

Lameh gives capital market institutions the market as its sources publish it and one view of clients, mandates, and positions across the firm.

Lameh gives family offices one view of what the family owns and a record of its decisions that passes from one generation to the next.

Lameh grounds the allocations of sovereign and development funds in the economy as officially reported and keeps the reasoning behind each one.
The model best suited to each prompt your institution runs, selected on reasoning, accuracy, speed, and cost.
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