Illustrative example: commercial proposals with AI and CRM

This scenario prepares a draft from authorized CRM information and an approved offer. The final proposal needs commercial review; the system should not invent prices, terms or commitments.

Ian · 2026-01-28

Illustrative example

Illustrative example: commercial proposals with AI and CRM

This scenario prepares a draft from authorized CRM information and an approved offer. The final proposal needs commercial review; the system should not invent prices, terms or commitments.

Planning a first application

  1. Define which CRM fields may be used and with which permissions.
  2. Separate customer data from process instructions.
  3. Check amounts, references and terms before sending.

What to check before deciding

Measure preparation and review time, corrections and proposals approved for sending. Generating a document does not prove customer receipt; sending needs authorization and service confirmation.

Primary reference: Anthropic · Building effective agents

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