Hours, not weeks, because the model already exists.
Every feed joined into one engineered model with a written basis behind every rate. The signable answer arrives before the plausible one has found its data.
FIG 01
One model
Sell-in, retail audit, brand health, pricing and stock, joined once, queried forever.
Written bases
Every rate, share and target carries its basis on file. Nothing is a number somebody remembers.
The gate
Checks that refuse to publish: sum of parts equals whole, screen ties to file, built twice and agrees.
Built, not bought
The engine is engineered per client, in your tenant, on your keys. It is not a product subscription.
This is the machinery that makes every other capability arrive in hours.
The rest is a conversation.
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