Industrial AI

More context. Not less judgment.

We are developing AI assistance around the real work of manufacturing quoting: understanding requirements, surfacing uncertainty, and keeping the estimator in control.

In development Discuss early access

ENGINEERING COPILOT / IN DEVELOPMENT

Turn manufacturing documents into actionable engineering knowledge.

Good engineering starts with the right questions.

A missing finish specification should be a conversation, not a hidden assumption. Our vision is assistance that brings open requirements into focus while leaving technical decisions with your team.

Engineering CopilotIn Development

RFQ: MV-2048CNC Mounting BracketReview context / open requirements

CONCEPT / SUGGESTED CLARIFICATIONS

Before preparing this quotation, your team may want to confirm:

01What surface finish is required?
02Is anodizing required?
03What dimensional tolerance applies?
04Are inspection certificates required?

Concept preview. Suggestions require engineering validation.

The product direction

An assistant beside the estimator.

These are proposed capabilities, not a statement of what is available today. The goal is to make the reasoning behind a quote easier to inspect, challenge, and improve.

01 / Document context

Keep the requirement beside the decision.

We are exploring ways to connect relevant RFQ text, notes, and supporting documents to a quoting discussion. Useful assistance should point back to its source and distinguish supplied facts from assumptions.

02 / Clarifications

Find the question before setting the price.

Proposed assistance would help identify missing quantities, unclear finish requirements, or conflicting delivery notes, then help draft questions for a person to review before contacting the customer.

03 / Human review

Keep technical approval with your team.

AI suggestions can be incomplete or wrong. The intended workflow keeps process selection, manufacturability, costing assumptions, and the final commercial commitment subject to qualified human review.

THE NEXT STEP IS A CONVERSATION

Bring intelligence to your
manufacturing workflow.

Start with the process you have. Explore what could work better.

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