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Industry Playbook

AI in Distribution

Distributors win on speed and accuracy between the customer and the DMS/ERP. We deploy AI on the messy edges, unstructured orders in, demand signals through, service answers out, so branches move faster without adding headcount.

A distribution warehouse floor stacked with outbound packages
Speed between the customer and your DMS
Start Org-Wide

The foundation that makes every use case cheaper than the last

Departmental wins compound only when governance, data, and adoption are handled once, org-wide. This is where an engagement starts.

Order-to-cash AI foundation

AI wired into your DMS/ERP as the system of record, every automation reads and writes where your business already lives.

Demand intelligence governance

Forecasting standards and human override rules agreed up front, so planners trust the numbers.

Branch-level enablement

Counter and inside-sales teams trained on the tools in their real workflows, branch by branch.

Departmental Wins

Where AI lands first in distribution

Each is a contained deployment measured the same way: hours returned from busywork to high-value work, and the ROI that follows, taken to production inside a 90-day cycle.

Sales Operations

Unstructured order intake

Reads POs from email, PDF, and fax into clean, validated DMS orders, with exceptions routed to a human.

ROI focusOrder-entry hours returned to selling; error rework near zero

Inventory

Demand forecasting & dead-stock signals

Forecasts by SKU and branch, and surfaces the slow movers tying up working capital.

ROI focusPlanner hours returned to the exceptions that actually matter

Dispatch

Routing & load optimization

Builds routes and loads from the day's orders, adapting as the counter keeps selling.

ROI focusRouting hours returned; more stops per truck, fewer miles

Returns

Claims & returns adjudication

Processes return requests against policy and history, auto-approving the clear cases and explaining the rest.

ROI focusAdjudication hours returned to winning the customer back

Customer Service

Service copilot on your DMS

Answers availability, pricing, and order-status questions from live system data, on the phone, in seconds.

ROI focusSystem-searching hours returned to the customer conversation

Outcome figures are engagement-specific by design: the first 90 days establishes your baseline and measures the real lift, we publish numbers when they're yours, not averages borrowed from someone else's deck. Want a directional estimate now? Run your team's numbers in the ROI calculator →