Revenue operations
AI sales & quotation automation
Turn incoming enquiries into structured requirements, grounded quotation drafts and organised follow-ups, with people retaining commercial approval.
Illustrative solution pattern. Scope and value are validated with your real quotation process.
Where value gets lost
Operational problems this can address
Wholesalers, manufacturers and service businesses with frequent or technically detailed quote requests.
- Slow response to quote requests
- Manual requirement extraction
- Complex product and pricing lookups
- Inconsistent ownership and follow-up
Potential scope
What a tailored solution could do
The exact scope depends on your process, data, controls and existing systems. These are capability examples, not a packaged product.
Extract products, quantities and requirements
Draft quotes from approved data and rules
Create CRM tasks and follow-up reminders
Illustrative workflow
One possible operating flow
Conceptual example, adapted and tested against your real work during discovery and a pilot.
- 01Enquiry received
- 02Requirements extracted
- 03Data checked
- 04Draft prepared
- 05Human approval
Evaluate the pilot
Measures for a go/no-go decision
No guaranteed result is assumed. Baselines and targets should be agreed before the pilot.
- Time to first response
- Quotation preparation time
- Follow-up completion
- Manual touches per enquiry
Possible connections
- Email and shared inboxes
- CRM
- ERP
- Product catalogue
Questions to resolve
What discovery should establish
Is this a ready-made product?+
No. This page describes a solution pattern. We would first validate your workflow, data, controls and business case, then design an appropriate implementation.
Where would people stay involved?+
That depends on the risk and commercial importance of each action. Sensitive, unusual and low-confidence cases can require review or be routed to a person.
How would we judge a pilot?+
We agree a baseline and use representative work to measure quality, effort, exceptions, operating cost and adoption before any decision to expand.
Have a related workflow?