With So Many Machine Models and Specs, How Do You Use Company Materials for AI Inquiry Screening?

When an equipment buyer asks about models, processing capacity, power supply, certification and lead time all at once, the AI’s answers should be grounded in company materials: descriptive content comes from searchable documents, exact specifications come from model fields, and anything uncertain goes to a person.

Split Materials into Documents and Parameter Fields

Processes, warranty and FAQs can be organized as searchable knowledge; tonnage, stroke, voltage, configuration, MOQ and similar items are managed by model. Singoo DeepSales can set up a knowledge base from company materials; field-level capabilities should be verified in a demo, and a missing field must never be filled with a similar model.

Prepare Four Types of Material Before Launch

• Model matrix: specifications, configurations and certification status.
• Selection basis: rules for judging applications and operating conditions.
• Commercial policy: what can be answered publicly and what must be priced per order.
• Handoff conditions: non-standard sizes, drawings, special voltages and unknown certifications.

Screening Is Not Automatic Technical Decision-Making

The AI can step by step ask about use, material, capacity, market, quantity and purchase timing, and attach known and to-be-confirmed parameters at handoff. Non-standard selection, price negotiation and final technical commitments should still be handled by engineers and sales reps. Run demo tests with similar models, outdated materials and unlisted configurations to confirm that the system admits what it does not know.

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FAQ

Does the model need fine-tuning?

Not necessarily; document retrieval plus model fields are easier to update and verify.

What should the parameter table include?

Core specifications, configurations, certifications, lead times and the owner of each version.

Can it quote non-standard equipment directly?

It should first collect operating conditions, then have engineers price and approve.

What if there are no certification documents?

Say it is pending verification, and never borrow conclusions from another model.

Can drawings be parsed automatically?

Verify the file-handling capability of the current version, and do not treat features in development as live.