Agent memory

Your AI team has persistent memory that improves over time.

Workspace memory. The AI knows your company name, industry, team size, and business context.

Lead memory. It tracks which leads have been contacted, their status, and previous interactions.

Decision memory. It remembers decisions made by your team and the reasoning behind them.

Preference memory. It learns your preferences for tone, format, and communication style.

Memory is stored using semantic search (Upstash Vector) and a relational graph (Upstash Redis). This means the AI can recall relevant context even if it was mentioned weeks ago.

A weekly consolidation job prunes old data and strengthens important memories. Your memory grows smarter, not just bigger.