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@retailboxautomation

Retailbox Automation

@retailboxautomation·Orlando, FL, USA·Joined October 2026

AI automation & CRM consulting for B2B teams since 2017. Posts by Mikhail Oskola, founder.

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AI automation & CRM consulting for B2B teams since 2017. Posts by Mikhail Oskola, founder.

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Retailbox Automation's blogs

Retailbox Automationretailboxautomation.hashnode.dev2 posts

About

AI automation & CRM consulting for B2B teams since 2017. Posts by Mikhail Oskola, founder.

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Nothing here yet.

Retailbox Automation's blogs

Retailbox Automationretailboxautomation.hashnode.dev2 posts

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Recently published

RARetailbox Automationinretailboxautomation.hashnode.dev·11h ago · 8 min read

Provenance gate: no AI agent memory write without a source

By Mikhail Oskola, founder of Retailbox Automation. A provenance gate is a rule that sits in front of an AI agent's memory: an agent can propose a fact, but it can't become memory until it names where

RARetailbox Automationinretailboxautomation.hashnode.dev·11h ago · 10 min read

AI agents for field service with a fail-closed write-gate

By Mikhail Oskola, founder of Retailbox Automation. Foreman+ is an AI agent fleet for field service work. A technician photographs an equipment nameplate and describes the problem out loud, from a pho