How to automate proposal generation with AI workflows

Automating proposal generation can significantly reduce the time sales teams spend crafting proposals, which traditionally takes 3-5 hours, down to mere minutes, thereby increasing the likelihood of engaging with prospects. CodeWords streamlines this process by pulling CRM data, enriching it with additional company context, generating tailored content using language models, and assembling the proposal in a branded template. This automated workflow is triggered when a deal reaches the "Proposal" stage in CRM systems like HubSpot or Salesforce or via Slack, ensuring each proposal is customized with industry-specific language and mapped to the prospect's pain points. After internal review and approval through Slack, the proposal is delivered to the prospect with a personalized note, while follow-up tasks are automatically created in the CRM. The system supports different proposal templates based on the products involved in the deal and maintains quality through a Slack approval step, requiring minimal edits after prompt tuning.

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