Sales
Quotation preparation
Product and pricing lookups create repeated manual drafting.
Possible fit: Hybrid automation + AI
Review: Pricing controls and approvals
Industry lens · Trading & Distribution
Reduce repeated handling across quotes, orders and documents.
Trading and distribution teams manage a high flow of product, supplier, customer and transaction information. Strong opportunities often sit where staff repeatedly look up information, rekey documents or manage exceptions between systems.
A practical industry lens shaped by operating context.
Where to look first
01
Quotation preparation
Sales
02
Purchase order processing
Operations
03
Invoice data capture
Finance & Administration
Processes worth assessing
Start with recurring work and visible friction.
These examples are starting points for assessment. Suitability depends on the actual process, information, controls and people involved.
Operations
Purchase order processing
PDF and email orders are manually rekeyed into systems.
Possible fit: Hybrid automation + AI
Review: Data validation and supplier variation
Finance & Administration
Invoice data capture
High-volume document entry creates avoidable checks and delays.
Possible fit: Hybrid automation + AI
Review: Financial accuracy and duplicates
Customer Service
Product and stock enquiries
Staff repeatedly check catalogues or stock before drafting replies.
Possible fit: AI-assisted workflow
Review: Live inventory accuracy
Common opportunity areas
Translate process friction into business outcomes.
Document throughput
Extract, validate and route transaction documents with exception handling.
Quotation turnaround
Bring approved pricing and product information into a controlled drafting flow.
Customer response
Reduce repeated lookups while keeping live facts and approvals dependable.
Relevant workflow patterns
A process pattern gives the work a clear shape.
Order processing
Order
Extract
Validate
System entry
Exceptions
Quotation preparation
Request
Retrieve pricing
Draft quote
Approval
Patterns are configured around the organisation’s process, systems and controls, with clear scope and practical boundaries.
Readiness & adoption
A useful workflow still has to work for people.
- 01
Confirm which system owns product, pricing, inventory and customer data.
- 02
Design validation and exception paths before automating system entry.
- 03
Keep approval controls around commercial and financial outputs.
- 04
Measure cycle time, error rates and exception volumes before and after change.