Welf LabsEvaluation before autonomy.Read the note
Machined metal impeller beneath a stationary CNC spindle

Get the quote moving. Keep engineering in control.

A new RFQ arrives with drawings, specifications and an incomplete configuration. Sales engineering searches old offers while the customer waits. Welf connects that preparation work to product records and commercial review, so the team can spend more time resolving the difficult requirements.

For your teams

Sales engineering · Quality · Operations

Inside the workflow / example

Prepare an RFQ for technical review.

What comes in

The customer’s RFQ, drawings and requested delivery date; approved product data, comparable historical offers and current commercial rules.

What AI prepares

Extract requirements, match relevant product variants and build a requirements-to-evidence list. Separate confirmed matches, assumptions and unanswered questions.

What your team decides

A sales engineer checks feasibility and gaps. Commercial staff approve price and terms before the agreed system creates or updates the quotation.

Potential starting points

Put product knowledge where decisions happen.

Other starting points for your team. Prioritize by case volume, current effort and access to the required records.

Read requests for quotation, retrieve comparable offers and prepare a technical response for commercial review.

Connect specifications, product lifecycle records and service history with source-linked answers.

Assemble evidence of quality deviations and draft investigation records for the quality team.

Systems & control

Work with what runs your business.

Technical feasibility, price and quality-release decisions stay with the responsible specialist. Product versions and source references travel with every recommendation.

System environment

SAP · Product lifecycle management · Manufacturing execution · Quality management · Technical documents

Authority

Data access, permitted actions, approval rules and recovery paths are defined before deployment.

Establish the value

Measure preparation effort and review quality.

Compare engineering minutes per accepted quote, elapsed response time and rework for similar complexity. Check that shorter preparation does not increase pricing errors or missing requirements.

Explore the workflow

Candidate measures

Quote cycle time · Engineering effort · Correction rate

A sensible first scope

Start with one product family.

Choose one product family and a representative mix of straightforward, incomplete and exceptional requests. Bring sales engineering, the product-data owner and the ERP owner into the scope.

Plan the first delivery

AI capabilities

The engineering behind the next workflow.

Explore the tasks, integration choices and deployment models your team needs to assess.

Bring a case your team knows too well.

Describe the task, the systems involved and what makes it difficult. We can use that context to discuss a first workflow and the evidence it would need.

Start a conversation