BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//sf26-agenda//EN
CALSCALE:GREGORIAN
METHOD:PUBLISH
BEGIN:VEVENT
UID:SESS-213@sf26-agenda
DTSTAMP:20261020T151709Z
DTSTART:20261104T224000Z
DTEND:20261104T231000Z
SUMMARY:Powering Interactive Agents with Live Context
LOCATION:Innovation Theater
DESCRIPTION:Nate Stewart\n\nHow do you keep an agent's understanding of the
  world fresh enough for it to act on? Interactive agents need current cont
 ext about the customers\, orders\, inventory\, accounts\, and other entiti
 es they reason about. But assembling that context from constantly changing
  operational systems is complex\, forcing teams to choose between stale da
 ta\, expensive recomputation\, or complex pipelines. This talk will show h
 ow to build continuously updated context in SQL that is trustworthy enough
  for agents to rely upon. You'll learn how to transform operational data i
 nto agent-ready representations\, keep attributes and relationships up to 
 date as the underlying data changes\, and propagate those changes to searc
 h indexes and embeddings when needed. Attend if you're deploying AI agents
  to production and want to give them fresher\, more complete context and t
 ighten their read-act-react loop. By attending this session\, your contact
  information may be shared with the sponsor for relevant follow up for thi
 s event only.
URL:https://sf26.rmoff.net/s/powering-interactive-agents-with-live-context-
 213
END:VEVENT
END:VCALENDAR
