AI for retail
Orders, stock requests and product updates that move without anyone re-keying them.
See the industry overviewWhere we usually start
Three workflows that come up again and again in retail.
Catalog checksSupplier product data checked before it goes live.
Order exceptionsOrder context gathered and routed to the service team.
Store replenishmentStore requests checked and sent to the inventory owner.
Related reading
What drives the cost of custom softwareThe cost of custom software is set mostly by scope: how many user roles the software serves, how many systems it connects to, how much existing data has to move, and what the security and compliance requirements are. Technology choices and hourly rates matter far less than most buyers expect. Budget for the years after launch as well, because hosting, support and maintenance continue for as long as the business depends on the software.Read How to write a requirements brief a development partner can useA good requirements brief is a decisions document, not a design document. In two to four pages it states the business problem, who uses the software and in what role, how the process runs today, what must be in the first release, which systems and data are involved, the constraints, how success will be measured and who decides. Written that way it produces comparable quotes, a realistic plan and far less rework.Read AI workflow automation: a practical guide for operations teamsAI workflow automation puts AI models inside a defined business process to read, classify and prepare work, while fixed rules, integrations and named people handle the steps that must be predictable. It suits repetitive, document-heavy or request-heavy work such as intake, routing, document checks and approvals. Start with one measurable workflow, keep consequential approvals with an accountable person, and expand only once the numbers show it works.Read Running AI in production on AWS and AzureRunning AI in production on AWS or Azure means giving a model the same controls as any business system: identity, secrets, logging, cost limits, fallbacks and a named owner for every operating task. Managed services such as Amazon Bedrock and Azure OpenAI in Microsoft Foundry host the models, but the architecture, data boundaries and day-to-day operations remain your decisions to make and assign.Read Build, buy or integrate: deciding on custom business softwareBuy standard software when the process is common and you can adapt to the product, integrate when your existing systems already hold the data and only the connections are missing, and build custom software only where the process sets you apart or no product fits its core steps. Most growing companies land on a hybrid: buy the core system of record, then integrate or build the edges around it. Compare the options on 3 to 5 year total cost of ownership, not on the first invoice.Read
Other industries
LogisticsShipping documents checked and every exception routed to the person who owns it.TelecommunicationsActivations, field visits and support requests that reach the right team first time.Real estateInquiries answered, applications complete and maintenance moving before anyone chases.FMCGDistributor orders, promotions and launches coordinated from brief to sign-off.Professional servicesClient intake handled, so your people spend their time on judgment.
Bring us a retail workflow.
Tell us where the work slows down. We will help you see where to start.
Book a discovery call