01
Business need
The same organization, person or job can appear differently across sources. Search alone does not explain these relationships.
Knowledge-intensive organizations
Data & enterprise knowledge
We give information across documents, applications and archives a shared context, so people can retrieve data, explore relationships and examine its sources.
Knowledge access
Source record
Text search
Vector retrieval
Relationship search
Connections represent shared sources or relationships, not sequential processing steps.
02
Delivery approach
We normalize fields and identities, connecting shared records, document versions and access rules. User-directed agents can search, compare and produce source-linked analysis on this foundation.
03
Evaluation & boundaries
Sources and freshness remain visible. Uncertain matches require validation; inaccessible information is not assumed to complete an answer.
Operational design
From data to decisions, and into ongoing work.
Data owners establish access and freshness. Users can inspect retrieval evidence and agents analyze only permitted sources. An uncertain match does not become verified organizational knowledge.
- 01
Documents, applications and archives
Define sources, scope and ownership together.
- 02
Normalization and source-linked retrieval
Track technical processing separately from business review.
- 03
Information with inspectable evidence
Connect the result to its record and responsible team.
Components and operating approach
Solution components work together.
Select a topic to explore the relationships between information, responsibility and delivery.
01
Documents, applications and archives
The same organization, person or job can appear differently across sources. Search alone does not explain these relationships.
01Documents, applications and archives
02Normalization and source-linked retrieval
03Information with inspectable evidence
- Business area
- Data & enterprise knowledge
- Related applications
- Alan · Kaynak · Sicil
- Decision responsibility
- Data owners establish access and freshness. Users can inspect retrieval evidence and agents analyze only permitted sources. An uncertain match does not become verified organizational knowledge.
02
Normalization and source-linked retrieval
We normalize fields and identities, connecting shared records, document versions and access rules. User-directed agents can search, compare and produce source-linked analysis on this foundation.
01Documents, applications and archives
02Normalization and source-linked retrieval
03Information with inspectable evidence
- Business area
- Data & enterprise knowledge
- Related applications
- Alan · Kaynak · Sicil
- Decision responsibility
- Data owners establish access and freshness. Users can inspect retrieval evidence and agents analyze only permitted sources. An uncertain match does not become verified organizational knowledge.
03
Information with inspectable evidence
Sources and freshness remain visible. Uncertain matches require validation; inaccessible information is not assumed to complete an answer.
01Documents, applications and archives
02Normalization and source-linked retrieval
03Information with inspectable evidence
- Business area
- Data & enterprise knowledge
- Related applications
- Alan · Kaynak · Sicil
- Decision responsibility
- Data owners establish access and freshness. Users can inspect retrieval evidence and agents analyze only permitted sources. An uncertain match does not become verified organizational knowledge.
An operating-model illustration, not live operations or measured performance results.
Related applications
Work in this area.
Explore each project’s scope and development status on its own page.
Interface conceptPlatform developmentEnterprise AI workspace
Alan
An enterprise AI workspace connecting knowledge sources, communication channels and models. Access and configuration are managed separately for each organization.
Explore the application
Interface conceptCustom applicationEnterprise knowledge assistant
Kaynak
Answers questions using enterprise quality-management documents. Combines text and semantic search with document relationships and ongoing conversation context.
Explore the application
Interface conceptInitial working releaseCertificate data and relationships
Sicil
Connects certificates, organizations, products and shipments in a shared data environment. Combines document storage, relationship views, search and review.
Explore the applicationWork with us
Discuss your project with us.
Let’s assess your operations, data landscape and priorities together.