Use cases

Invoice and receipt processing

Contract analysis and search

Customer onboarding automation

Compliance and audit trails for AI

Decision trace infrastructure

Media asset management for AI

Video content search and retrieval

Searchable podcast and audio libraries

Internal tools powered by AI

Multi-agent coordination with shared context

Version control for agent context

Self-maintaining knowledge bases

Document extraction at scale

Long-term memory for any agent

RAG pipelines that actually remember

Multi-tenant memory for SaaS

HR and recruiting agents

Meeting assistants with continuity

Learning and tutoring copilots

Research agents with evolving knowledge

Legal AI agents for case research

Healthcare agents with patient context

Personal AI assistants that actually know you

Coding assistants with project memory

Sales copilots with full deal context
