How MD1 Works

Knowledge is captured,
structured, and deployed.

Four steps that turn fragmented information and tacit expertise into a living, trusted knowledge base.

Step 01

Ingest & Structure

Point MD1 at your documents and systems. It turns them into structured, tagged knowledge cards.

Step 02

Elicit

It draws out the unwritten layer from experts by reacting to real knowledge, not asking them to start from a blank page.

Step 03

Verify

Your people confirm, correct, and challenge. Every claim carries its source and a trust level.

Step 04

Compound

It improves with every use and becomes trusted knowledge used by both your people and your machines.

01 / Product The Knowledge Bank

Start with one process worth proving.

A focused engagement on one well-documented, expert-rich area. We sit with your team, ingest your documentation, capture what is not written down, and stand up a living knowledge base in weeks.

Discover · 1-2 weeks. We sit with your operators and find the knowledge worth capturing.

Prove · 2-4 weeks. We ingest your documentation, populate the knowledge base, and work alongside your experts.

Grow · ongoing. Broaden across processes and plants. The knowledge base compounds as your people use it.

Explore The Knowledge Bank
K-Card · LCSD001

Remove and re-install plate cylinders at shutdown

Context
Rutherford Decorator Plate cylinders Goodyear
Content
Description

The critical, downtime-heavy step of a label-change shutdown. Hand safety is the major concern.

Procedure
  1. Wear correct PPE.
  2. Stage tools and clean-up kit.
  3. Protect the plate cylinder shaft.
  4. Mark each cylinder's position before racking.
Condition

Mark before racking prevents mis-mounts on the next change.

Rule of thumb

~12-14 ft-lbs on the bolt in impact-tool plants.

Confidence
Verified by 3 SMEs R. Bianchi (22 yrs) · A. Patel · M. Chen
2 comments · 1 contesting view from Rome
Evidence Log
Version History
02 / Product MD1 ChatBotSDK

Already deploying AI assistants?

Most plants are, and they have no idea what those assistants are getting wrong, or what knowledge operators reveal while using them.

The MD1 ChatBotSDK sits inside the chatbot you already run. It shows you where it fails, sharpens the sources it pulls from, and captures what your experts say in the gaps.

Sits on top of what you have. Your data never leaves your control.

Explore the ChatBotSDK
What should I know about running Poppi Cola on a Rutherford printer?
A Rutherford decorator can print up to 8 colors at 2200 cans per minute. Poppi is a 12oz Standard Can.
I know the specs. I'm asking about Poppi specifically.
SDK signal: knowledge gap detected · product-specific operating knowledge missing
SDK signal: operator frustration detected