The situation

Retail, operationally.

Retail problems are usually coordination problems. The stock is there, the demand is there, and the two are in different systems with different definitions of “available”. We connect the commercial layer so merchandising decisions are made on current data.

Availability is inconsistent

A product shows in stock online and unavailable at the store, and the customer finds out at the till.

Orders are handled by hand

Split shipments, address corrections and failed payments are resolved manually on the floor.

Promotions are hard to run correctly

Pricing rules live in the POS, the website and the marketplace, and reconciling them takes a week.

Stock counts are a big event

Physical counts are periodic, disruptive and only briefly accurate.

Where the leverage is

Four shifts that change the working day.

These matter more than the choice of platform underneath them.

01

Availability accuracy

Reservation and allocation that reflect what is actually on hand.

02

Automated exception handling

Routine order problems resolved by rules, with genuine exceptions surfaced to people.

03

Pricing controlled once

A single source for price and promotion rules, published to every channel.

04

Continuous accuracy

Movements captured at the point of transaction instead of discovered at stocktake.

Solution categories

What we build for Retail

Scoped and combined per engagement. These are categories rather than packaged products with fixed pricing.

01

Order management platform

Order intake, allocation, split shipment, returns and customer communication in one flow.

Allocation Returns
02

Inventory synchronisation

Stock movements from POS, warehouse and marketplaces reconciled continuously.

Stock ledger Allocation
03

Pricing and promotion engine

Rules defined once, applied consistently across every channel.

Price books Promo rules
04

Store operations tooling

Task assignment, stock counts and exception handling from mobile devices.

Task lists Mobile counts
Typical workflow

How the process gets connected end to end.

The standard shape of a sequence. Real engagements add the steps specific to the organisation.

01

Order received

From store, website, marketplace or call centre.

02

Stock allocated

Reserved against the correct location with oversell prevented.

03

Payment authorised

With a defined path for failure, retry and manual review.

04

Fulfilled and communicated

Shipment or collection confirmed, customer informed automatically.

05

Return or exchange

Processed against the original order with stock restored automatically.

Three separate questions

AI, integration and platform get confused with each other.

They are different decisions with different costs, so we answer them separately.

AI

Where intelligence genuinely helps

Applied to reading, routing, drafting and summarising, with a person accountable for anything consequential.

  • Demand signal support Summarising sell-through, seasonality and anomalies for a merchandising decision.
  • Catalogue hygiene Classifying and enriching product attributes at scale.
  • Support deflection Resolving routine order-status and return queries through approved flows.
  • Loss pattern surfacing Highlighting shrinkage patterns worth investigation, without accusing anyone.
How we build applied AI
Integration

What has to be connected

The systems the organisation already depends on, and the translations between them.

  • POS and store systems Transactions, stock movements and price publication.
  • Marketplaces Listing, order and settlement synchronisation.
  • Payment gateways Authorisation, capture, refunds and reconciliation.
  • Accounting Revenue, tax and settlement data.
How we handle integration
Platform

The non-functional ground worth getting right

None of this appears on a requirements document, yet it decides whether the system is still usable and supportable in three years. We raise it early rather than discovering it late.

Concurrency safety

Stock cannot be oversold under peak load.

Channel-agnostic core

New channels added without rewriting the order flow.

Promotion sandbox

Rule changes previewed against real data before publishing.

Reporting warehouse

Channel, category and store performance from one model.

Starting points

What Retail teams usually begin with

Scoping starting points rather than a catalogue. Most engagements open with one of these and widen once it is proven.

→

Click-and-collect readiness

→

Split shipment automation

→

Return and exchange processing

→

Promotion accuracy checks

→

Stock accuracy monitoring

→

Store task and compliance management

Tell us where retail gets stuck.

Describe the constraint rather than the requirement. We will tell you what is technically feasible, what is operationally hard, and what we would do first.

Start a conversation All industries