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Engineering decisions your plants can trace.

Process changes, maintenance fixes and engineering decisions get recorded across documents, tickets, chat and meetings. Memora helps manufacturing engineering and operations teams find what was decided, and why, with links to the sources.

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Why did we change the cooling time on line 3 last spring?

Answer

The cooling time was increased after repeated warping on the housing part. The root-cause discussion is in the quality thread, the change was approved in the engineering change ticket, and the updated work instruction is in the line 3 folder.

Sources

  • #quality-line3 · warping investigationApr 2026
  • ECR-207 · Cooling time changeApr 2026
  • Line 3 work instruction rev. DMay 2026

The challenge.

Important knowledge exists — it is just spread across systems, versions and people.

Fixes stay with one shift

A workaround found on one shift or at one site often isn't shared, so the same problem gets solved again elsewhere.

The reason for a change gets lost

Process documents show what changed, but the reasoning usually sits in emails, chat and meetings.

Experienced people retire

Long-serving engineers and technicians carry knowledge that isn't written down anywhere.

What Memora provides.

Fixes that don't get lost

When a maintenance or process issue is solved, the discussion and the change stay findable, with links to the original tickets, documents and threads.

Permission-aware answers

Memora follows the permissions in your connected tools, so people only get answers from content they're already allowed to see.

In practice.

Examples of questions teams ask Memora day to day.

Engineering change history

Find why a process or specification changed, with links to the discussion and approval.

Ask Memora“What led to the supplier change for the gasket material?”

Past maintenance fixes

See how a recurring equipment issue was handled before.

Ask Memora“Have we had this hydraulic pressure fault on press 2 before?”

Cross-site learning

Find whether another site has already solved a similar problem.

Ask Memora“Has any plant changed its changeover process for the new product family?”

In depth

Memora is not a safety system. It summarizes what your team has written in connected tools and can be wrong or out of date. Always follow your controlled, current SOPs, safety procedures and lockout/tagout rules, and confirm safety-critical steps with the responsible engineer. Memora does not connect to machines, MES, ERP or inventory systems.

Why manufacturing knowledge is hard to keep

Manufacturers run on documented procedures, but much of the practical knowledge sits around those documents: why a parameter was changed, which workaround fixed a recurring fault, what a supplier problem taught the team. That context is spread across email, chat, change tickets and meetings, and a lot of it leaves when experienced people retire.

How Memora helps

Memora connects the office tools where engineering and operations teams already record this work and lets people ask questions in plain language. Each answer links to the documents, tickets and discussions it was built from, so people can open the original and check it.

Memora is most useful for engineering, quality and operations staff looking into why something is the way it is. It's not a shop-floor tool and doesn't replace controlled documents.

Safety

Memora isn't a safety system and shouldn't be used for safety-critical or emergency instructions. Always follow your current, approved procedures.

Security and data handling

Memora encrypts data at rest and in transit, follows the permissions in your connected tools and never uses your content to train AI models. Read the full details on the security page.

Common questions.

Can operators use Memora for safety or emergency procedures?
No. Your controlled SOPs and safety procedures must remain the source of truth. Memora can help people find related discussions and documents, but it isn't a substitute for approved procedures or training.
Does Memora connect to machines, MES or ERP systems?
No. Memora works with documents, tickets, chat, code and meeting transcripts in tools such as Google Drive, Notion, Confluence, Jira, Slack and Microsoft Teams.
How does Memora handle multiple versions of a document?
Answers show the documents they were built from, with dates, so people can see which version an answer is based on and open the original.
Is our data used to train AI models?
No. Customer content is never used to train AI models.

See Memora with your own documents.

Book a demo to talk through your tools, your requirements and how Memora would fit.