Connect
Verify the account and connect approved data sources.
Guided setup
Connect the operation.Set the boundaries.
Start with the evidence and operating limits Malach needs to work responsibly.
ALWAYS ON
What it changesA faster launch.
A faster launch.
No hidden authority.
Launch Center guides the account through Google Ads, Shopify, economics, and workspace setup.
The operator explicitly chooses authority, guardrails, and the next readiness step.
The system,
explained clearly.
Capability, evidence, and authority stay visible from the first signal through the measured outcome.
Economics
Complete the inputs required for contribution and break-even math.
Authority
Choose Observe first, then expand control deliberately.
MATHEMATICS · STATISTICS · PROBABILITYIntelligence that
Intelligence that
shows its work.
AI organizes the field; your economics and authority determine which actions survive.
Score(a) = w₁·profit + w₂·confidence − w₃·riskThe 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
WATCH · CALCULATE · ACT · LEARN