Industries / Consumer & Business Services

Operating models for service businesses that live on volume and margin.

Consumer brands, retailers, logistics and business-services companies compete on cost to serve and customer experience. We redesign the back office and service workflows behind both.

Who we work with
Consumer and retail brands, logistics, staffing, facilities and outsourced services
Where we start
Customer operations, order-to-cash, procurement and shared services
What changes
Lower cost to serve with better service levels

Where the pressure is.

When volumes are high and margins are thin, small process delays compound. Service businesses feel it in cash conversion, customer response times and the cost of every transaction.

The opportunity is to put AI agents on the repetitive layer, keep people on the exceptions and relationships, and measure the effect on margin.

  1. 01

    High cost to serve

    Manual handling of every order, query and invoice.

  2. 02

    Disconnected order-to-cash

    Delays between delivery, invoicing and collection.

  3. 03

    Demand and inventory forecasting

    Forecasts built in spreadsheets that lag the market.

  4. 04

    Multi-site complexity

    Different processes at every location and no common view.

Where AI changes the work.

Six places we typically start in Consumer & Business Services. Each is a workflow, not a tool.

One workflow, redesigned.

People, process, data, AI and controls are redesigned together around the outcome. Judgment stays with people.

  1. Data & systemsOrders, service and finance systems are connected.
  2. AI agentsAgents handle queries, matching and follow-ups.
  3. WorkflowExceptions are routed with full context.
  4. Human decisionManagers review and decide on the cases that matter.
  5. OutcomeLower cost to serve and faster cash.

Human decision point: senior judgment is built into the workflow, not added afterwards.

Control and governance

Control stays where it matters.

  • Customer data and consent management
  • Service-quality thresholds with escalation to people
  • Supplier and pricing controls
  • Brand-safe automated communications

What clients can expect.

Lower cost to serve

Routine work absorbed by workflows and agents.

Faster cash conversion

Shorter gap between delivery and collection.

Consistent service

The same standard across every site and team.

Illustrative outcomes. Specific measures and targets are agreed at the start of each engagement.

Related practices

Related insights

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