Institutional memory that never walks out the door.
SOPs, best-practice libraries, mill test records, work instructions — permission-aware, audit-ready. Built for manufacturing operations where knowledge retention is a competitive necessity.
Why operations leaders reach for this first.
Manufacturing knowledge lives in people's heads, in scattered folders on shared drives, and in binders on factory shelves. When a veteran operator retires, decades of know-how vanish. When a procedure changes, old versions persist. Dana AI by Dana Groups captures, organises, and makes instantly accessible all operational knowledge — SOPs, work instructions, best practices, technical standards — with permission controls and version management.
Three workflows operations teams switch on first.
Use Case 1: Steel Mill — SOP Library for New Operators
Before: New operator shadows a veteran for weeks. Learns procedures verbally. Quality depends on who trained them.
After: All SOPs captured in searchable knowledge base. New operator queries procedures in natural language. Consistent training regardless of trainer.
Outcome: Onboarding time reduced. Quality consistency improved. Veteran's knowledge preserved.
Use Case 2: Industrial Manufacturer — Equipment Maintenance Procedures
Before: Maintenance procedures in paper binders at each machine. Out of date. Missing pages.
After: All procedures digitised, versioned, and accessible via mobile device at the machine. Updated centrally.
Outcome: Maintenance teams work from current procedures. Downtime from incorrect procedures eliminated.
Use Case 3: Multi-Site Group — Cross-Site Best Practice Sharing
Before: Dubai site develops an efficiency improvement. Oman site never hears about it.
After: Best practices captured in knowledge base. Flagged as applicable to similar sites. Surfaced proactively.
Outcome: Innovations propagate across sites. Group-wide efficiency improves.
What is in the box.
- Document ingestion and organisation
- Natural language search
- Version control and history
- Expiry tracking and alerts
- Permission-aware access
- SOP management
- Work instruction library
- Best-practice tagging and sharing
- Mobile access
- Audit logging
Tools and headcount you can stand down.
Where this capability is deployed today.
Audio overview
Frequently Asked Questions
Can workers search the knowledge base from the factory floor?
Yes. Dana AI by Dana Groups provides mobile-accessible knowledge base search. Workers query procedures in natural language from any device at the machine or workstation.
Does the knowledge base track document versions?
Yes. Every document is version-controlled with full history. Expiry dates trigger alerts for review. Teams always work from the current version.
Is access to knowledge base content permission-controlled?
Yes. Access is permission-aware and tied to SSO. Users see only the content they are authorised to access. All queries and access are logged for audit.
Knowledge Base & Institutional Memory — sovereign AI for manufacturing operations
Knowledge Base and Institutional Memory is a capability within the Dana AI platform by Dana Groups, a UAE-based industrial conglomerate with heritage dating to 1991. The capability captures, organises, and makes searchable all operational knowledge — SOPs, work instructions, mill test records, and best practices — for manufacturing operations across the UAE, Saudi Arabia, Qatar, Bahrain, Oman, and Kuwait. Permission-aware and audit-ready, all data on customer infrastructure.
Where to go next
See this running on your operational knowledge.
Forty-five minutes with an operator who has configured this for an industrial business like yours. No decks.
Or email us → hello@danagroups.com | Call: +971-4-2217273
