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Guanche, AI scenario insight

SOLUTION / SALES

Prepare information so sales can focus on effective communication.

For sales teams facing scattered customer information, cumbersome post-meeting follow-ups, and incomplete CRM updates. Connect materials, meetings, drafts, and tasks, with clear authorization boundaries for external communication.

From pre-meeting preparation to post-meeting follow-up

Solution blueprint: Read authorized customer materials → Summarize sources and unknowns → Organize permitted meeting records → Generate follow-up drafts and to-dos → Manual confirmation → Update CRM.

Customer briefs have sources

Aggregate authorized public company information and internal customer records, distinguishing facts, inferences, and pending information. Label sources and dates; do not fabricate contact identities or purchase intent.

Meeting outputs can be verified

Extract needs, objections, commitments, and next steps from text or recording transcripts customers have authorized for use, allowing sales to review, and not writing guesses as customer-confirmed facts.

Follow-up drafts are confirmed by humans

Generate emails, proposal summaries, or follow-up reminders based on product materials and brand expression. Recipients, attachments, quotes, and commitments enter external actions only after manual confirmation.

CRM updates retain traces

Generate update suggestions based on field rules, identify duplicate customers and missing information, and record updater, source, and time to avoid batch overwriting existing valid records.

Configure around real sales actions, not adding to form-filling burdens

Client preparation

Prepare sales stage definitions, CRM fields and API permissions, product materials, compliance-usable meeting samples, brand tone, and approval processes. Customer lists should confirm sources and usage authorization.

System delivery

Deliver customer briefs, meeting summaries and to-dos, follow-up drafts, CRM integration, manual confirmation points, and change logs; automatic external sending is not the default scope.

Operations handover

Deliver templates, field mappings, error correction rules, sales usage guides, and management review methods, clarifying responsible persons for material updates and template approvals.

First validate information and actions, then discuss business results

Data accuracy

Spot-check whether customer briefs and meeting summaries have source support, focusing on names, times, product specifications, commitments, and responsible persons for to-dos. Unknown information should be explicitly marked.

System integrity

Verify field mappings, duplicate identification, permission limits, and failure retries; any unconfirmed content cannot be automatically written into key commitments or sent externally.

Sales usability

Compare time spent and number of edits for pre-meeting preparation, note organization, and CRM updates, and record usage rates. Deals and revenue are influenced by multiple factors; do not use pilots as proof of attribution.

Boundaries of sales scenarios

Will it auto-send batch emails?

This solution only generates drafts and to-dos by default, with no auto-sending or contacting contacts. If sending integration is needed, authorize lists, approvals, frequency, and platform limits must be confirmed separately.

Can quotes be generated directly?

Drafts can be generated based on approved product and pricing rules. Discounts, taxes, delivery commitments, and final quotes are confirmed by authorized personnel, and the model does not make decisions on its own.

Can recordings be used directly for summaries?

Only materials that customers have confirmed the right to use are processed, with agreed storage, access, and deletion scope. When no recordings are available, manual meeting notes can also be used as a starting point.

SuGuang, Silicon-Based Co-Creation Guide

Start with one typical customer follow-up

Explain the sales process, CRM tools, material sources, and the most repetitive work. Initial communication does not require real customer lists.