Personal memory versus organisational memory
Many AI products now offer some form of memory: they remember preferences or facts from earlier conversations with you. That is personal memory. It belongs to one person, inside one product, and it is generally designed for convenience. Check your provider’s current settings for what it stores and how to manage it.
Organisational AI memory is different. It is the organisation’s knowledge of its own work, held so that any authorised AI, and any authorised person, can use it:
- What was decided, when, by whom and why.
- The current status of a client, matter or project.
- Agreed facts, such as a client’s year end or a project’s scope.
- Artifacts produced, such as reports, drafts and analyses.
- Open questions and tasks.
Why it matters
Without organisational memory, every AI conversation starts from nothing. Staff re-explain context, AI tools give answers based on out-of-date documents, and decisions made in one tool are invisible in another. When someone leaves, what they knew leaves with them, even if their AI chats were full of useful work.
Properties of good organisational memory
- Independent of any AI provider. If it lives inside one AI product, it is that product’s memory, not yours.
- Structured. Decisions and tasks as records, not only as transcripts.
- Governed. Not everyone, and not every AI, should remember everything. A client’s information should only be available to those working on that client.
- Provenance-tracked. Each fact says where it came from and when. A decision recorded by a partner carries more weight than an AI’s guess.
- Current. It reflects what is true now, with history kept for reference.
- Correctable. People can fix what is wrong.
Memory is not a data dump
Storing every conversation is not organisational memory. It is noise, and a privacy problem. Good memory is deliberate: the things worth knowing later, recorded at the moment they become true.
Data protection considerations
If memory contains personal data, it is subject to UK GDPR like any other store. Keep only what you need, define retention, and make sure people’s rights can be respected. This is general information, not legal advice.
Getting started
- Choose one area of work that spans several people or AI tools.
- Decide what should be remembered: decisions, status, key facts.
- Record them in one governed place, with a note of the source.
- Connect your AI tools to that place.
- Review whether the memory is accurate and actually used.
How Kroy approaches it
Kroy holds organisational state, meaning decisions, tasks, artifacts and relationships, as structured entities with provenance, independent of any AI provider. Every authorised AI reads the same state through Kroy, within the same permissions. State is one part of what Kroy does, alongside access control and publishing: one state of work, every AI.