Structure the request
Confirm inputs, scope and sources
AI ADOPTION ENGAGEMENT
Bring scattered requests into one quote workflow.
AI adoption work around product information, customer requirements and quotation coordination. Establish sources and rules before approval and execution.
Requirements arrive across messages; specifications, quantities and delivery dates need repeated checks.
Co-creation begins with the current workflow: where information lives, who owns the outcome, which steps AI can assist and which require judgment.
02 / WORKFLOW TO EXPLORE
Make one workflow clear.
Retrieve product details
Use authorized sources and rules
Prepare the quote
Prepare reviewable outputs
Owner review
Keep decisions and exceptions with people
03 / INTERACTIVE EXAMPLE
Explore a related workflow.
The following is a product concept, not this customer’s production system or outcome data.
cees.ai / Demo companyINTERACTIVE DEMO
Current task#DEMO-024
From request to review-ready proposal.
Prepare a quote for 100 corporate gift sets.
DeliverableDraft
CEES / PROPOSAL
Customer: Demo customer A · Currency: CNY
Standard gift set¥180 / set
Product subtotal¥18,000
Tax, shipping, stock and timing unconfirmed. Not a final customer quote.
Source: Sample product catalog, section 1
High-fidelity interactive concept · Sample data, not a live product recording. No model calls, third-party connections or real business actions. Delivered capabilities are confirmed per project.
04 / MEASUREMENT PLAN
Measure against a clear baseline.
Compare equivalent tasks before and after a pilot before expanding. Quantified customer outcomes are not published.