Mnemo by Arion Flow
Your organisation's knowledge, finally searchable
Mnemo is a private AI knowledge platform for professional organisations. It connects to your existing documents, learns what they contain, and lets your team ask plain-English questions — getting cited, accurate answers drawn directly from your own files.
The problem Mnemo solves
Professional organisations produce enormous amounts of valuable knowledge — reports, contracts, policies, project records, planning documents. Most of it sits in folders, inboxes, and shared drives, effectively invisible.
Knowledge trapped in files
Your organisation's expertise lives in documents most people cannot easily find or search through. Valuable decisions, precedents, and procedures go unused.
Generic AI is a liability
Public AI tools like ChatGPT require you to upload your documents to external servers. For regulated organisations, this is a compliance and data risk you cannot take.
Search doesn't cut it
Keyword search returns results but not answers. It cannot reason across multiple documents, summarise a position, or tell you where the relevant clause actually is.
How Mnemo works
Four straightforward steps from your existing documents to accurate, cited answers.
Connect
Mnemo connects to your existing document stores — SharePoint, S3 buckets, file uploads. No need to move your files anywhere.
Index
Mnemo reads, processes, and indexes your documents. Every file is broken into searchable chunks, hashed, and stored securely within your environment.
Search
Your team asks questions in plain English — just like they would ask a knowledgeable colleague. Mnemo finds the relevant passages across all indexed documents.
Cite
Every answer comes with clear source citations — the document name, section, and passage that informed the response. Nothing is made up.
What makes Mnemo different from generic AI tools
Your data never leaves your control
Mnemo is deployed within your environment, not ours. Your documents are never sent to external AI providers for training or storage.
Answers grounded in your actual documents
Mnemo only answers from what is in your knowledge base. It will not hallucinate or draw on general internet knowledge where your documents are the source of truth.
Every answer is cited
You can trace any response back to the source document and passage. This is essential for compliance, audit trails, and professional accountability.
Built for regulated industries
Architecture firms, legal teams, and public sector organisations need more than consumer AI. Mnemo is built for organisations where accuracy, auditability, and data control are non-negotiable.
Who uses Mnemo
Architecture & Engineering firms
Search planning histories, project specifications, materials compliance records, and decision trails across decades of work.
Legal teams
Find precedent, trace contract clauses, and retrieve internal guidance — with cited sources for professional accountability.
Public sector organisations
Navigate policy documents, procedural manuals, and regulatory guidance — with GDPR-compliant data handling throughout.
Ready to see Mnemo in action?
We offer short, focused pilots for organisations ready to explore sovereign AI knowledge management. No long commitments — just a practical demonstration with your own documents.
Start your 14-day free trial