AI that works.
As aspected.
Aspected combines semantic text and structured metadata into one query, allowing you to search everything in a single, unified vector space. Enterprise AI Retrieval becomes reliable with the Aspected Database generating the right answers.
Similarity ≠ Correctness
Vector Databases retrieve similar text. Enterprise AI needs the right knowledge.
Why the RAG Stack is getting more complex
Because you are adding layers, context is added after retrieval
As similarity search lacks context, teams keep adding layers on top of their vector databases. This increases complexity, reduces reliability and still not providing the correct answers.
Vector Database
Embedding - text only
Ranking signal - semantic similarity
Metadata - filtered after retrieval
Authority - ignored
Structure - ingnored
Result - similar documents
Extra Layers
+ metadata filters
+ rerankers
+ graph DB
+ rules
The Aspected Database
We are fixing retrieval at the source and provide it as ONE system.
Instead of asking: "What text looks similar?"
We ask: "What knowledge is correct in this context?"
Simple, reliable and correct!
Aspected
Embedding - text + metadata + context
Ranking signal - multi-aspect relevance
Metadata - part of ranking at index time
Authority - first-class-dimensions
Structure - native to index
Result - correct information
Frequently Asked Questions (FAQ)
Aspected is a Spin-off from Xillio - a global enterprise data transformation company.
Over two decades, Xillio worked inside some of the world’s most complex enterprise knowledge environments — building software to transform and migrate large-scale content systems. This experience led directly to the creation of Aspected.
We invented the Aspect Database, a retrieval engine for AI systems that enables organizations to access the right knowledge from complex enterprise data. By combining semantic understanding with operational context such as metadata and system signals, Aspected helps AI assistants retrieve relevant information instead of just similar text. This makes enterprise AI more reliable and useful in real-world operations
Yes you can, don't hesitate to contact us for a call to explain how.
Yes, you can, we very much value additional in many cases local, expertise on top of our products. Don't hesitate to contact us here.
Organisations that deploy Aspected already today
Customers
AGFA Service engineers use AI to gather, prepare, and orchestrate enterprise knowledge, delivering the right answer from the right source, directly within their ticketing system.
Partners
Aspected works with different local and global AI consultancy and system integration partners. Such as Novadoc and Capgemini.