Retail

Every stock decision is a forecast. AI just makes it a better one.

Archetype helps retailers put AI where the money is — inventory, footfall, pricing and the customer work your team never gets round to.

The problem

Where this actually gets stuck.

Overstock in one store, stockouts in another, promotions run on instinct and a customer database nobody has time to use. The tools exist. What's missing is a prioritised plan and the discipline to measure whether it worked.

How AI works here

Six places it earns its keep.

01

Demand & inventory planning

Sharper replenishment and allocation by store and SKU, so cash isn't sitting in the wrong stockroom.

02

Footfall & conversion

Understand traffic, conversion and basket by store and hour — and staff against it.

03

Pricing & promotions

Model markdowns and promotions before you run them, and see what actually drove the uplift.

04

Customer & loyalty

Segment the database properly and run retention work that doesn't need a bigger marketing team.

05

Merchandising & content

Product copy, imagery and category content produced at range scale, on brand.

06

Store & supply admin

Supplier comms, returns, and back-office reporting automated end-to-end.

The ladder

Three ways in, framed for Retail.

AI Risk & Opportunity Audit

Four weeks · Fixed fee

Price on request

A complete picture of where AI is already happening, what it risks and what it's worth.

Get in touch

AI Strategy Engagement

Six to eight weeks · Fixed fee

Price on request

A board-ready strategy and twelve-month roadmap with owners and milestones.

Get in touch

Fractional AI Director

Two days per month · Rolling

Price on request

Senior oversight that keeps direction, governance and pace after the plan lands.

Get in touch

Who it's for

  • Independent & multi-site retail
  • DTC and omnichannel brands
  • Buying & merchandising teams
  • Retail ops directors

Start with the diagnostic.

Four minutes. You'll get a score and a modelled view of what directing AI is worth.