Scope · Kazi Workplace
Surface business insights, instantly.
Scope is intelligent search and discovery for the sovereign enterprise: an end-to-end RAG system that indexes your documents, understands intent, and returns cited answers — all running inside your infrastructure.
Capabilities
Search that understands your business.
Stop keyword-matching against your most valuable asset. Scope retrieves by meaning, ranks by relevance, and answers with sources.
End-to-end RAG system
Ingestion, retrieval, ranking, and generation in one managed pipeline — grounded answers with citations, not hallucinated guesses.
Semantic search enhancement
Queries matched by intent and meaning across languages and jargon, tuned to your domain vocabulary.
Managed index
A continuously refreshed index of your corpus, operated by Kervalt inside your perimeter — no pipeline babysitting for your platform team.
Document parsing
Native extraction for PDF, PPT, and DOCX — tables, slides, and embedded media parsed into retrieval-ready structure.
Data source connections
Managed connectors for file shares, wikis, ticketing, and line-of-business systems, honoring source-level access controls.
Sovereign by design
Deploy in your VPC, on-premises, or a dedicated Kanda Vault. Your index and your queries never leave your control.
Under the hood
A RAG pipeline built from sovereign components.
Scope is not a wrapper around someone else's API. Every stage runs on Kervalt infrastructure you control — and each component is available standalone for your own engineering teams.
Zuberi Vector
Retrieve
Embeds and indexes your corpus, then retrieves candidate passages by semantic similarity — at enterprise scale, inside your perimeter.
Learn more 02Sankofa Rank
Rank
Re-ranks retrieved passages against the query with domain-tuned precision, so the context that reaches the model is the context that matters.
Learn more 03Tafari Core
Answer
Our flagship language model synthesizes the ranked context into a direct, cited answer — deployed with full weight access in your environment.
Learn moreReady to deploy sovereign AI?
Run Kervalt models in your own cloud, on your own terms.