Economics & Scale

B2B

Business-to-Business — commerce model where products are sold from one business to another, with higher deal values and longer sales cycles than B2C.

Deep Dive: B2B

Business-to-Business — commerce model where products are sold from one business to another, with higher deal values and longer sales cycles than B2C.

Business Value & ROI

Why it matters for 2026

Optimizes b2b to reduce AI operational costs by 30-50% while maintaining output quality and performance.

Context Take

"We structure b2b strategies that make AI economically viable for mid-market companies, not just Big Tech budgets."

Implementation Details

  • Production-Ready Guardrails

The Semantic Network

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