Back to case studies

    B2B distribution

    Orders & operations

    Scale order ops without scaling headcount

    Anonymised sector example: a wholesale distributor was drowning in email, exceptions, and status pings. The outcome was capacity in the operating model — not more people, and not a new platform.

    Exception handlingOps capacityAutomation backlog

    The constraint

    Order operations depended on people catching mismatches. Hiring more was not a durable model. Exceptions, status questions, and routing errors were eating the day and hiding true capacity.

    What we did

    We mapped intake, exceptions, customer status, and the systems behind them. Repeatable work went onto an automation backlog; edge cases stayed with humans. Tooling followed the workflow.

    The outcome

    Repeatable exceptions left the inbox. Routing and status had a sequence and measures agreed before build. Headcount was no longer the scaling plan.

    Have a similar constraint?

    Book a commerce assessment
    Monthly insights

    Stay ahead of the next commerce decision

    One email per month on building and operating the AI-native commerce stack.