Short answer
Automate preparation, not the relationship. Gather approved data, select relevant blocks and prefill the document. Leave the recommendation, commercial terms and contextual adaptation to a person.
What to observe
A strong proposal combines stable information — company, product, specifications, terms — with commercial judgement. When everything is free text, every document restarts from zero. When everything is automatic, intent disappears. The solution should show what came from a source and what needs a decision.
The same facts are found and copied into every proposal.
Version, price or term errors occur.
Personalisation happens in identifiable sections.
A concrete example
An approved request can fill customer data, products, quantities, deadlines and attachments. A person receives a structured draft and focuses on the recommendation, framing and negotiation.
How to move safely
- Separate fixed, variable and decision content.
- Link every fixed block to an approved source.
- Require final review and record material changes.
Test your process
Tick what happens today. The result changes as you answer.
There is not enough evidence to automate yet. Observe the process for a few days and record volume, exceptions and time spent.
Frequently asked questions
Will the document look automated?
Not if structure creates more time for thought. The goal is to remove search and formatting, not flatten the recommendation.
Must we replace our CRM?
Usually not. A tailored solution can use existing data and tools when access and quality are sufficient.