Customer stories

What the model produces, in the field

We publish results, not promises. Every figure below was computed from the customer's own transaction data.

$1M+ in incremental profit in six months

A six-brand industrial automation platform with a two-point margin mandate, complex ERP data, and no reliable way to see where margin was leaking. ChukAI built the intelligence layer, corrected the pricing hierarchy, set enforceable margin floors, and works alongside their teams as the business moves.

Industrial automation distribution · six operating brands · H1 2026

Read the AFS story

$1M+

Realized profit accretion

+2 pp

Mandate cleared by June

−10 pp

Override rate

+6 pp

Lines on system guidance

Your platform, your numbers

The fastest way to know whether this applies to you is a conversation about where your margin actually goes.

Talk to ChukAI