Verified sales
Use Shopify orders as commerce evidence instead of accepting every platform claim.
Live · Core
See the economics.Behind every result.
Shopify turns platform performance into verified commerce context—the foundation for Profit Center and Attribution.
Verified sales
$128k
Returns
−$8k
Fees + shipping
−$14k
Product costs
−$41k
Contribution
$65k
What it changesOrders are real.
Orders are real.
So are the costs behind them.
Malach reads the available order and product detail needed to model the value that remains after refunds, discounts, processing, shipping, and product costs.
That shared commerce truth follows every recommendation and governed action.
The system,
explained clearly.
Capability, evidence, and authority stay visible from the first signal through the measured outcome.
Cost context
Bring visible product, discount, processing, shipping, and return costs into view.
Contribution
Optimize against the value left after the costs Malach can see.
MATHEMATICS · STATISTICS · PROBABILITYIntelligence that
Intelligence that
shows its work.
Every available cost moves with the decision so optimization follows the value that remains.
Contribution = net sales − returns − COGS − fees − shipping − ad spendThe Anti-Algorithm measures platform signals against your economics before capital receives authority.
P(H | E) = P(E | H) × P(H) ÷ P(E)Evidence updates confidence continuously instead of locking the system to yesterday’s assumption.
Brier = (1/N) Σ(pᵢ − oᵢ)²Forecasts are scored against outcomes so success and failure both improve the next decision.
DECISION SIMULATORLIVE CALCULATION
Expected profit after risk+$8,060Small test allowedThe move still depends on your plan, enough trustworthy data, and every active limit.
EVERY ACTION ACCOUNTED FOR
Open the rationale behind every move.
EvidenceProbabilityAuthorityOutcome
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