How we work.
We’ve consulted for warehouses, manufacturers, distributors, machine shops, healthcare businesses, and aircraft brokers. That experience has helped us refine how we understand problems, evaluate options, and build solutions. Here’s how we approach the work.
Understand the job before deciding what to build.
We need to see how the work gets done before we can recommend how to improve it. That means sitting with the people doing the job, following a real example, and asking about the parts that don’t go according to plan. A separate spreadsheet, a manual check, or an extra phone call usually exists for a reason. We find out what that reason is before replacing it with software.
Be honest about what the business needs.
We won’t recommend custom software just because that’s what we build. An existing tool, a change to the process, or better use of what you already have may solve the problem. If that’s the case, we’ll tell you. When we recommend custom work, we’ll explain why it’s worth doing.
Put working software in people’s hands early.
We can misunderstand a process even after a good conversation. Having the people who do the job try the software helps us catch that. We test the uncertain parts early, review working versions with the client, and use real examples throughout the build. A missing approval step or an order with two delivery addresses is easier to account for while we’re still building.
Give AI a defined job and check its work.
For each AI workflow, we decide what it can do, how we’ll check the result, and when a person needs to approve the next action. Drafting a message and sending it to a customer carry different consequences. We test against examples from the business, use code for calculations and required-field checks, and provide a way to review incorrect or incomplete results.
Plan for the people who will use and maintain it.
The build includes permissions, backups, and a way to handle failures. People need to know how to do their daily work in the application and who to contact when something goes wrong. We walk through those tasks with them and agree on ongoing support before launch. Malcolm and Michael stay involved with fixes and improvements as the business’s needs change.
