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Organization Memory is WorkLLM’s shared memory layer: it remembers your products, processes, and past work so your team stops re-explaining context every time they open a chat.

The five memory layers

Not all context belongs everywhere. WorkLLM organizes memory into five layers, so the right information reaches the right people, automatically.
Every conversation remembers what you’ve already said, so you never repeat yourself mid-chat. Context stays alive for the full length of a conversation, automatically, with nothing to set up.
Every folder in a project carries its own memory. Threads inside that folder automatically know what’s relevant without you explaining it. This layer is scoped to the folder, so unrelated work never bleeds in, keeping client folders, campaigns, and features cleanly separated.
Everything inside a project shares the same memory layer, applying across all folders and threads automatically. It gives every part of an initiative one consistent foundation, no matter who’s working in it.
Your writing style and preferences travel with you across every project and folder in WorkLLM. AI adapts to how you write instead of the other way around, so outputs already sound like you.
Company-wide knowledge available to everyone, everywhere, one source of truth every conversation can draw from. It’s available in every project, folder, and thread with no exceptions, keeping product details, brand guidelines, and policies consistent across the whole team.

How memory flows

A thread inside a folder has access to that folder’s context memory, its project’s memory, and your company’s organization memory, all at once. You never have to manually connect the dots. WorkLLM does it for you.
WorkLLM Memory Flow

FAQs

Project memory applies to everything inside a project, every folder and every thread. Context memory is scoped to a specific folder, so only threads inside that folder use it. Project memory is the broader, parent layer; context memory is the more specific, child layer.
Yes. Organization memory is available everywhere in WorkLLM, regardless of which project, folder, or thread you’re working in. It’s meant for company-wide knowledge that should always be available.
Anyone on the team can suggest content for organization memory by adding files, links, or saving an AI answer. A memory owner or admin then reviews and approves it before it becomes visible to everyone else.
No. You only add what you actually want AI to know: files, folders, links, or templates. There’s no need to authenticate and share access to your entire workspace just to get a few documents into memory.
Nothing breaks. Once something is added to org memory, it’s available to everyone with workspace access, regardless of whether they have permissions on the original file or app it came from. This avoids the common problem where an AI agent fails because the person using it doesn’t have the right file permissions.
Yes. Organization memory owners and admins can edit, replace, or delete anything in organization memory at any time, so your company’s knowledge stays accurate as things change.

Next steps

Request a Demo

Talk to the WorkLLM team and see organization memory set up around your workflows.

Contact Us

Have a question or want to talk to the team? Reach out and we’ll get back to you.