Portfolio cross-channel intelligence

One profit view.Across every live channel.

Vision puts every channel on the same profit map, then shows what is known, what is estimated, and how sure Malach is.

MALACH / VISIONLIVE SYSTEM

VISION

Google Ads · LiveMeta Ads · LiveTikTok Ads · LiveAmazon Ads · LiveShopify · Truth

What it changes

See how demand moves.
Without double-counting it.

Shared economics reveal when one channel creates demand another captures, while store credentials and authority remain isolated.

Meta, TikTok, and Amazon Ads are live Portfolio intelligence inputs. Vision compares them through one profit model that accounts for uncertainty.

The system,
explained clearly.

Capability, evidence, and authority stay visible from the first signal through the measured outcome.

Shared economics

Evaluate Google, Meta, TikTok, and Amazon Ads against the same contribution standard.

Assisted value

Identify demand transfer without accepting overlapping platform ROAS at face value.

Portfolio context

Compare stores while keeping credentials, economics, and authority isolated.

Clear evidence

Keep observed facts, estimates, ideas, and tests visibly distinct.

Confidence + timing

Carry data quality, updated probability, age, and attribution limits into the conclusion.

Bounded proposals

Define expected cost, probability, risk, budget, and stop conditions before an experiment.

MATHEMATICS · STATISTICS · PROBABILITY

Intelligence that
shows its work.

Every live channel is evaluated against the same economic standard before cross-channel value is assigned.

Channel contributionContributionᵢ = net revenueᵢ − variable costsᵢ − ad spendᵢ

The Anti-Algorithm measures platform signals against your economics before capital receives authority.

Bayesian updateP(H | E) = P(E | H) × P(H) ÷ P(E)

Evidence updates confidence continuously instead of locking the system to yesterday’s assumption.

CalibrationBrier = (1/N) Σ(pᵢ − oᵢ)²

Forecasts are scored against outcomes so success and failure both improve the next decision.

DECISION SIMULATORLIVE CALCULATION

Probability of profit 76% Expected upside $12,800 Possible downside $3,200 Action cost $900

Expected profit after risk+$8,060Small test allowedThe move still depends on your plan, enough trustworthy data, and every active limit.

MALACH / DECISION LEDGERTIMESTAMPED + TRACEABLE

EVERY ACTION ACCOUNTED FOR

Open the rationale behind every move.

EvidenceProbabilityAuthorityOutcome

WATCH · CALCULATE · ACT · LEARN

The market keeps moving. Malach keeps you ahead.

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