SMBai Confidential

AI operating infrastructure for knowledge-work SMBs.

We install the source of truth every department's AI draws from — so AI stops causing cross-functional fights. Private working documents, by invitation only.

Essay

The Harness Beneath the Tool

Economist-style feature — companies buy the chatbot at the top of the stack, but the value is everything below the waterline: the agents, data, and single source of truth that make AI work company-wide.

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Brief

One-Pager

Single-page brief — operating-layer thesis, target, and commercial model.

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Positioning

Value Proposition

Working v1 — core statement, three beats, and surface-specific copy for every channel.

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Deep dive

AI Operating Infrastructure for Knowledge-Work SMBs

Full business case — market, framework, financials, GTM, risks.

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Engagement

Engagement Architecture

How we deliver — from audit to operating system in 90 days.

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