From Similar Jobs to Explainable Prices: The MoldPlan Smart Quotation Assistant
Use historical quotes, similar jobs, cost composition, and engineering experience to create faster, traceable, explainable quotations.
A high-mix manufacturing quote often includes material, design, machining, subcontracting, trials, revisions, and delivery risk. Experienced colleagues can connect a specification to similar work quickly, while new team members benefit from a clear comparison method.
The MoldPlan Smart Quotation Assistant organizes historical quotes, similar products, cost composition, and engineering footprints into a reviewable estimation context. Sales and engineering teams can find relevant cases first, then adjust costs and prices for the current request.
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Treat quotation as a structured decision
A reliable quote should answer three questions: which earlier jobs resemble the current request, which items drive the cost, and which specification differences change work hours and risk.
The Smart Quotation Assistant turns these questions into a repeatable workflow:
- Organize the request: Capture the customer, product, specifications, quantity, due date, and commercial terms.
- Find relevant cases: Search historical work through product characteristics and business filters.
- Compare differences: Review specifications, costs, production cycles, and engineering records.
- Build the estimate: Bring references into a cost worksheet and adjust current conditions.
- Create the quote: Confirm currency, terms, line items, notes, and output format.
Each step retains its source context, helping estimators explain their reasoning and giving managers a practical review path.
Extract engineering experience from similar work
The value of a similar job reaches beyond its final price. MoldPlan can present the source order, specification differences, cost composition, production cycle, post-trial revision count, and relevant engineering footprint. Together, these details reveal the work behind the price.
For mold estimation, a user can filter by customer, product category, and key specifications, then open a similar mold and compare fields directly. This approach turns an experienced colleague's research path into a shared estimation workflow.
The case library grows through completed work. Every finished order, actual work-hour record, and cost result can support a later estimate.
Make cost composition visible through a matrix
The Smart Quotation Assistant can organize material, machining, subcontracting, design, management, and risk items through an estimation worksheet and cost matrix. Charts and comparison views help the team see cost proportions and compare several related cases.
The cost matrix creates three management benefits:
- Estimators can identify the strongest price drivers.
- Engineers can connect specification differences to workload.
- Managers can review the balance among cost, margin, and commercial terms.
As actual work hours return to the system, the team can compare estimates with production results and refine material, process, and management parameters.
Support standard and composite quotations in one workflow
Each job type calls for a suitable level of line-item detail. MoldPlan brings standard and composite quotations into one module so the team can select the right version for each request.
A quote can include layered details, discounts, notes, currencies, terms, and customer information. The workflow also supports historical quote search, Excel import and export, PDF printing, and print-language selection. When creating an order, the team can search customer quotations and reuse relevant content, carrying commercial data into the next stage.
This flow gives quotation, order, and production teams a consistent set of items and conditions while preserving the full sales handoff context.
Let the assistant supply evidence and the team confirm the commitment
The Smart Quotation Assistant is grounded in traceable historical cases and cost data. The system organizes candidate cases, differences, and cost perspectives. Sales, engineering, and management confirm technical risk, customer relationships, capacity conditions, and pricing strategy.
This division keeps professional judgment and data evidence together. New team members can learn through an established workflow, while experienced colleagues focus on high-value difference analysis and commercial decisions.
Related solutions
- MoldPlan Core: Accumulates orders, processes, actual work hours, and historical production data.
- Cost Analysis & Quotation Support: Establishes the cost matrix, estimation worksheet, and quotation workflow.
- AI-Powered Analysis: Helps organize similar cases, differences, and analysis context.
- ERP & Legacy Integration: Connects customer, item, order, and finance-related master data.
The Smart Quotation Assistant receives a scoped implementation proposal based on data coverage, estimation workflow, and integration requirements. Explore plans and pricing, or book a demonstration so we can establish the first estimation workflow around one common product or mold type.