The Best Place to Start Your AI Transformation isn’t Customer Facing… It’s Your Back Office
Date Posted:
July 13, 2026
Most organisations think AI means replacing people. The reality is that the quickest wins come from replacing repetitive administrative work. So instead of asking “Where can we use AI?” ask “What tasks are taking our best people away from high-value work?”
The AI conversation has changed
For the past two years, businesses have been experimenting with ChatGPT, Microsoft Copilot and other AI assistants. This has been useful but not transformational.
The real opportunity isn’t using AI as a better search engine but using AI to complete work.
Companies like Duvo are demonstrating what this looks like in practice. Rather than building chatbots, they’re creating AI agents capable of carrying out entire operational processes, moving information between ERP systems, supplier portals, emails and spreadsheets while escalating only the exceptions that genuinely require human intervention.
Where organisations should begin
The mistake many companies make is trying to transform everything at once. Instead, begin with one repetitive back-office process. Work that is highly repetitive, rules based, completed many times every day, involves copying information between systems or consumes skilled people’s time. Most businesses have dozens of these processes.
Supply chain examples
Imagine an AI agent that could:
- Chase overdue supplier confirmations
- Compare purchase orders against invoices
- Update ERP records
- Monitor supplier portals
- Produce daily shortage reports
- Check inventory discrepancies
- Draft supplier emails
- Escalate exceptions to buyers
- Prepare KPI dashboards
- Gather transport updates from multiple carriers
None of these activities create competitive advantage but they often consume hundreds of hours every month.
The human role becomes more valuable
This isn’t about replacing supply chain professionals but about removing the administrative burden.
Instead of spending hours copying data, updating spreadsheets, chasing emails or logging into five different systems other tasks can be focussed on, for example supplier relationships, negotiations, planning, solving problems and improving service
AI handles the routine and people handle the judgement.
Think small before thinking big
One successful AI agent is worth far more than twenty unsuccessful AI pilots.
Choose one process. Measure time saved, errors reduced, service improvements and employee satisfaction. Then repeat.
Transformation becomes a series of successful improvements rather than one expensive technology programme.
The future belongs to organisations that automate work not just information
Every business already has hidden opportunities sitting inside repetitive operational processes.
The organisations that identify and automate these first will create more agile teams, reduce operating costs and allow their people to spend more time where they add the greatest value.
The AI revolution won’t begin with replacing your workforce. It will begin by giving your workforce their time back.
Transition Management
Manage the risks of transition carefully. Do not dispense with the human input too quickly. Take a prudent and pragmatic view of the need to “train” the AI.
A Possible Framework – The 5-Step AI Agent Assessment
- Find the repetitive work.
- Prioritise high-volume, low-value tasks.
- Build one AI agent.
- Measure the operational benefit.
- Scale across the organisation.
It’s simple, practical and aligns well with the way operational improvement programmes are typically delivered.
Bisham Consulting have helped with many supply chain transformation projects. A well-defined supply chain transformation strategy ensures early wins and long-term gains. This translates immediately into improved profits.