Practical AI. Measurable progress.

Sales proposal drafting

Teams assemble similar proposals from scattered previous documents.

Illustrative example — not a customer result

Solution approach

Draft the structure from approved service descriptions and a brief. A salesperson validates scope, prices, claims and terms before release.

How to pilot it

Choose one task type and representative examples, including difficult cases. Measure a baseline, define acceptance and name a reviewer. Compare the full workflow including corrections.

Data needed
Approved catalogue, templates, pricing source and sanitised examples.
Potential impact
Less assembly time; measure revisions and completeness rather than claiming sales uplift.
Example technologies
Document templates, CRM integration, enterprise LLM
Risks & review
Wrong prices, fabricated experience and disclosure of other clients’ terms. Keep commercial approval with the salesperson.

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