Auto Components & Ancillary

Marketplace operations

An aftermarket part sells through distributors, retailers, Amazon, Flipkart and exports at six different effective prices after six sets of commissions, returns and fees, and nobody knows which unit earns anything. The catalogue reads differently on every channel; deductions quietly eat margin; settlements go unchecked.

Who has it

Signature for aftermarket parts manufacturers, who sell across distributors, retailers and marketplaces at many different effective prices.

What we build

One master catalogue kept consistent everywhere, true-margin-per-SKU-per-channel after every fee, a settlement-vs-terms reconciliation, and a cross-channel availability and reorder-risk view.

What is automated, where AI helps, who signs off

Automation for the routine. A person on every decision that matters.

The reliable spine

The reliable spine is the calculation: true margin per SKU per channel after every commission, return and fee, a settlement-versus-terms reconciliation, and a master catalogue kept consistent across channels by rule.

Where AI helps

AI is limited to matching a settlement line to the order it belongs to and reading a fee statement into structured rows; it never sets a price or accepts a deduction on its own.

Who signs off

A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.

What changes day to day

The owner sees which SKUs lose money in which channel and stops pushing them; silently-accepted deductions get disputed and recovered. Illustrative; final numbers come from your own data.

Illustrative outcome

The owner sees which SKUs lose money in which channel and stops pushing them; silently-accepted deductions get disputed and recovered. Illustrative; final numbers come from your own data.

Illustrative; final numbers come from your own data.

Path to the build

How this one gets built.

Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.

Find the one build worth funding first.

A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.