KWorksKWorks
Agentic Industrial

KWorks Connects The Entire Industrial Lifecycle

Design, planning, supply chain, manufacturing, and quality — one correlated context graph across every stage.

Coming Soon
01The Problem

Industrial data lives in silos. Root cause hides in the gaps.

PLM, ERP, MES, QMS, and supplier systems each hold a slice of the truth. When a part fails, a supplier slips, or a line goes down, the answer lives across all of them.

Every industrial decision — recall, rework, requalification — is a context problem. KWorks makes the full lifecycle queryable from one surface.

02Lifecycle

The Connected Lifecycle

Five domains, one correlated context graph.

Design
Planning
Supply Chain
Manufacturing
Quality
When a supplier delays a shipment, a part fails inspection, or a quality issue surfaces, KWorks instantly correlates across every stage — complete context in seconds, not days.
03In Action

Real-world industrial scenarios

Supplier Delay Impact Analysis

SCENARIO

A critical supplier misses a delivery deadline by 2 weeks.

QUESTION

What designs, production lines, customer orders, and downstream shipments are affected?

ANSWER

KWorks maps the delayed component to every BOM, production schedule, and customer commitment, surfacing a prioritized impact report with recommended mitigations.

Faulty Part Traceability

SCENARIO

A defective batch of components is discovered during assembly.

QUESTION

Which finished products contain this part? Which have shipped? Which are in the field?

ANSWER

KWorks traces the faulty part forward through manufacturing and distribution, and backward through supply chain to the supplier lot. Complete blast radius in seconds.

Quality Issue Root Cause Tracing

SCENARIO

Customer returns spike for a specific product line.

QUESTION

Is this a design issue, manufacturing defect, materials problem, or supplier quality drift?

ANSWER

KWorks correlates return data with manufacturing records, design changes, material specs, and supplier metrics, pinpointing root cause and the exact lifecycle point where drift began.

04See it

Want early access to KWorks?

We're partnering with a small set of design partners in manufacturing, oil & gas, and heavy industry. Book a call to discuss your context.

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