Turn incoming orders into checked, review-ready records.
Extract line items and terms, match customers and products, apply approved validation rules, and route pricing, credit, or availability exceptions.
AI for wholesale and distribution
Move orders, supplier information, and stock exceptions without another inbox queue.
OriginLines builds workflows for wholesalers, distributors, and multi-channel operators. We connect order, customer, product, supplier, warehouse, and finance systems around high-volume administrative work.
Order processing · Supplier records · Inventory exceptions · Customer service
Where to start
Orders and stock move quickly, but the exceptions still depend on people checking several systems.
A useful release handles the routine path, assembles the full exception case, and prepares the approved next action. Commercial, credit, allocation, and customer-commitment decisions remain accountable.
Process supplier catalogues, confirmations, and compliance documents.
Classify files, extract agreed fields, compare them with master data and requirements, and prepare updates or exception cases.
Enrich stock and fulfilment exceptions with the information needed to act.
Combine order, warehouse, purchase, and delivery data, identify the affected customers, and assign a clear case to operations.
Prepare accurate answers for order, availability, and delivery questions.
Use current account and operational data to draft the response or approved action, then route commercial commitments and disputes to staff.
A controlled first release
Example first release: process a routine customer order and route exceptions.
This is a representative workflow, not a claimed client result. The release boundary, controls, integrations, and measures would follow the company's real operation.
Connect the records the process already uses.
Read the approved systems, documents, messages, and events needed for the job. Keep the source attached to every extracted fact.
Complete the repeatable work and expose exceptions.
Use software for fixed rules and models where interpretation is useful. Missing, conflicting, and uncertain inputs move to an exception queue.
Release the result through the responsible owner.
Sales, credit, operations, and customer-service staff approve commercial terms, allocations, and non-standard commitments. The workflow records the approval, action, and outcome so the business can compare it with the old process.
Business case
Measure the current process before promising a return.
We do not publish a generic savings percentage. The business case starts with the firm's own volume, handling time, delay, and rework.
Order handling
Manual touches required to validate and enter a routine order.
Exception response
Time from a stock or fulfilment issue to an assigned next action.
Customer response
Waiting time before an accurate order or availability answer.
Supplier data cycle
Time to process and approve changed product or supplier records.
Common questions
What a responsible first project requires.
What can AI automate in wholesale and distribution?
Good candidates include orders, suppliers, inventory, service. The best first project is repeated often, uses accessible information, has a clear owner, and produces a result the company can measure.
Will it work with the systems we already use?
That is the normal approach. We map the current CRM, finance, operations, document, support, and communication tools, then connect only what the first workflow needs.
Does the AI make decisions without a person?
Only where the company has deliberately approved that boundary. High-impact, regulated, commercial, safety, and uncertain decisions should route to a named person with the source information visible.
How do we choose the first automation project?
Start with a process that creates visible cost, delay, rework, or customer friction. Measure its current volume and handling time, then define one release that can complete the path and prove whether the investment is justified.
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Which workflow should your team automate first?
Bring one manual process. We will assess its volume, cost, systems, risks, and the smallest release that could prove value.
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