Lighting Supplier
Match project requirements to lighting products and prepare faster quotes.
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Follow-upCommercial office lighting RFQ
ABC Construction · Lighting Supplier · Live Demo
1 · UnderstandEmail / phone notes → requirements
2 · MatchApproved products only
3 · PrepareEstimate + customer reply
4 · ProtectNext sales follow-up
CUSTOMER INQUIRY
Unstructured customer inquiry
This is what the sales team receives today.
BILINGUAL SALES BRIDGE
English customer → Chinese understanding → professional English reply
Designed for Chinese-speaking owners or sales staff who can run the business well but are less comfortable reading and writing business English.
1Read the English inquiry
→
2Think / reply in Chinese
→
3Send professional English
EN → 中文Help me understand this inquiry
Click once to see a natural Chinese translation, key sales points and useful industry vocabulary.
中文 → ENTell AI what you want to say—in Chinese
AI helps with language, but pricing, stock, delivery, measurements, warranty and technical commitments require staff review.
AI ANALYSIS
AI sales intake
What the customer wants—and what the salesperson still needs to ask.
Time-sensitive commercial lighting RFQ for a 5,000 sq ft office renovation with a defined supply budget and multiple fixture categories.
Project Size
5,000 sq ft
Open Office
LED panels
Reception/Corridors
Pot lights
Life Safety
Emergency/exit lighting
Supply Budget
Approx. CAD $12,000
Lead Time
Required in quote
Location
Markham, Ontario
Timing
Tender closes next Friday
⚠ Ask before final quote
- Fixture schedule/quantities
- Ceiling type
- Required colour temperature
- Dimming/control requirements
- Emergency lighting specifications
PRODUCT MATCHING
Approved product matching
Recommendations are restricted to SKUs already in PostgreSQL.
#1 · Available
2x4 Commercial LED Panel
$109 / fixture
符合当前项目需求,产品库存状态为 Available。
#2 · Available
4-inch LED Slim Pot Light
$24 / fixture
符合当前项目需求,产品库存状态为 Available。
#3 · Available
Outdoor Wall Sconce
$119 / fixture
符合当前项目需求,产品库存状态为 Available。
ESTIMATE DRAFT
Estimate draft + ready-to-edit reply
Database pricing + deterministic calculations; staff remains the approver.
AI-assisted draft. Final measurements, quantities, pricing, availability, code/technical requirements and taxes must be confirmed by staff.
| Item | Qty | Unit | Unit Price | Total |
|---|---|---|---|---|
| 2x4 Commercial LED Panel | 32 | fixture | $109.00 | $3488.00 |
| 4-inch LED Slim Pot Light | 12 | fixture | $24.00 | $288.00 |
| Outdoor Wall Sconce | 4 | fixture | $119.00 | $476.00 |
Subtotal$4252.00HST (demo 13%)$552.76Estimated Total$4804.76
Draft customer reply (English)
Copy into the existing email/CRM workflow.
FOLLOW-UP
Follow-up that does not get lost
Make the next revenue action visible.
Due Date
2026-08-13
Reason
Follow up on quote / missing project information