Millisecond retrieval
Query thousands of connected files with a response path designed for product interactions.
Search thousands of files before the question is finished.
A low-latency retrieval layer for the questions people ask all day. Instant finds the exact passage across your connected company knowledge without making the user wait for an agent loop.
Built for live support, copilots, internal search, and every workflow where response time is part of the product.PRODUCTTalqora InstantLIVE
LIVE RETRIEVALInstant●
01Meridian renewal · 12 ms
02Security review · 18 ms
03Contract draft · 21 ms
02WHAT CHANGES
Fast does not mean shallow. Instant combines semantic understanding with the exact terms, permissions, and source metadata behind every result.
CONTEXT / AVAILABLE
source: connected access: preserved evidence: attached status: current
03CAPABILITIES
Built for the work that follows.
Grounded by default
Every result keeps its original source, path, and access policy attached.
Designed for embedding
Use it behind search boxes, agent tools, support flows, and internal APIs.
04HOW IT WORKS
A clear path from context to outcome.
Ask
A person or application sends one direct question.
Retrieve
Talqora resolves the right hybrid retrieval strategy in milliseconds.
Return
Relevant passages arrive with source-level context and permissions.