Forecast Agent
Every operating number the company plans on, from the overnight data pull to the decision it pays for. The agents collect and clean the numbers, forecast every line with a range, watch the day against the forecast hour by hour, and hand a person only the calls that move money. Five stations, run as a loop: what Friday's scoring learns about a model or a feed changes what Monday's forecast says and what the intake holds at the door.
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The workbench · subagents send notes, you make the human calls
SUBAGENTS AT WORK
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SUBAGENT NOTES
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YOUR TASKS · HUMAN IN THE LOOP
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YOUR TASKS · NONE AT THIS STEP
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Put a person back on this step
How to read this map
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A person is in the loop wherever money moves or the models change how the company plans. Two stations refuse to proceed on their own, Allocation Decisions and Forecast Scoring, and those are the two a person carries. Everywhere else the agents clean, forecast, watch and alert, and reach you only when the call is yours to make.
The loop closes
Station 5 does not end the week. A change you accept on Friday is the model station 2 runs on Monday, and a feed that keeps breaking the same way is one station 1 holds at the door.